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forum_huggingface_136255 | forum_huggingface | problem_observation | 136255 | topic | https://discuss.huggingface.co/t/136255 | 2025-01-17T15:46:20.954000Z | createdAt | {"id": "136255", "record_type": "topic", "url": "https://discuss.huggingface.co/t/136255", "title": "Unable to Load Fine-Tuned Florence-2 Model Checkpoint from Colab on Local Device", "createdAt": "2025-01-17T15:46:20.954Z", "updatedAt": "2025-01-18T04:16:27.220Z", "fetched_at": "2026-09-16T07:25:55.512575Z", "body": "... | Unable to Load Fine-Tuned Florence-2 Model Checkpoint from Colab on Local Device | <p>I have fine-tuned <strong>Florence-2</strong> on Google Colab for an object detection task and saved the model weights in Colab. To optimize the process, I used <strong>PEFT (Parameter-Efficient Fine-Tuning)</strong> and <strong>mixed precision</strong>, which helped reduce storage usage and accelerate training.</p>... | null | null | 136255 | null | Unable to Load Fine-Tuned Florence-2 Model Checkpoint from Colab on Local Device | <p>I have fine-tuned <strong>Florence-2</strong> on Google Colab for an object detection task and saved the model weights in Colab. To optimize the process, I used <strong>PEFT (Parameter-Efficient Fine-Tuning)</strong> and <strong>mixed precision</strong>, which helped reduce storage usage and accelerate training.</p>... | https://discuss.huggingface.co/t/136255 | null | 2025-01-17T15:46:20.954000Z | 2025-01-18T04:16:27.220000Z | null | 2026-09-16T07:25:55.512575Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 2, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/v/85e7bf/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [196271, 196282, 196324] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:07:29.207252Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-18T04:16:27.220Z", "can_vote": false, "category_id": 13, "closed": false, "created_at": "2025-01-17T15:46:20.954Z", "fancy_title": "Unable to Load Fine-Tuned Florence-2 Model Checkpoint from Colab on Local Device", "fe... | null | [] | null |
forum_huggingface_136240 | forum_huggingface | problem_observation | 136240 | topic | https://discuss.huggingface.co/t/136240 | 2025-01-17T14:14:04.007000Z | createdAt | {"id": "136240", "record_type": "topic", "url": "https://discuss.huggingface.co/t/136240", "title": "Why is the Inference API not working for the model I uploaded?", "createdAt": "2025-01-17T14:14:04.007Z", "updatedAt": "2025-01-18T16:51:44.611Z", "fetched_at": "2026-09-16T07:25:55.512699Z", "body": "<p><strong>[Sorry ... | Why is the Inference API not working for the model I uploaded? | <p><strong>[Sorry for my bad English, English is not my native language.]</strong></p>
<p>This is my first model that I have installed Hugging Face on. (<a href="https://huggingface.co/BaranKanat/BerTurk-SpamSMS" class="inline-onebox">BaranKanat/BerTurk-SpamSMS · Hugging Face</a>) It simply checks whether incoming SMS ... | null | null | 136240 | null | Why is the Inference API not working for the model I uploaded? | <p><strong>[Sorry for my bad English, English is not my native language.]</strong></p>
<p>This is my first model that I have installed Hugging Face on. (<a href="https://huggingface.co/BaranKanat/BerTurk-SpamSMS" class="inline-onebox">BaranKanat/BerTurk-SpamSMS · Hugging Face</a>) It simply checks whether incoming SMS ... | https://discuss.huggingface.co/t/136240 | null | 2025-01-17T14:14:04.007000Z | 2025-01-18T16:51:44.611000Z | null | 2026-09-16T07:25:55.512699Z | null | null | [{"accepted_answer": true, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidde... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/barankanat/{size}/39344_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hi... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [196249, 196266, 196394, 196431] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:07:29.604949Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-18T16:51:44.611Z", "can_vote": false, "category_id": 13, "closed": true, "created_at": "2025-01-17T14:14:04.007Z", "fancy_title": "Why is the Inference API not working for the model I uploaded?", "featured_link": null,... | null | [] | null |
forum_huggingface_136225 | forum_huggingface | problem_observation | 136225 | topic | https://discuss.huggingface.co/t/136225 | 2025-01-17T12:21:47.231000Z | createdAt | {"id": "136225", "record_type": "topic", "url": "https://discuss.huggingface.co/t/136225", "title": "Push_to_hub Permission denied for certain names", "createdAt": "2025-01-17T12:21:47.231Z", "updatedAt": "2025-01-17T15:30:00.886Z", "fetched_at": "2026-09-16T07:25:55.512807Z", "body": "<p>So I am retraining a whisper m... | Push_to_hub Permission denied for certain names | <p>So I am retraining a whisper model and have it saved in a certain path (<code>model_name_or_path</code>).<br>
When I want to push it to the hub I <strong>sometimes</strong> get a <code>[Errno 13] Permission denied</code><br>
I can push the adapter but not the model.<br>
<code>PermissionError: [Errno 13] Permission d... | null | null | 136225 | null | Push_to_hub Permission denied for certain names | <p>So I am retraining a whisper model and have it saved in a certain path (<code>model_name_or_path</code>).<br>
When I want to push it to the hub I <strong>sometimes</strong> get a <code>[Errno 13] Permission denied</code><br>
I can push the adapter but not the model.<br>
<code>PermissionError: [Errno 13] Permission d... | https://discuss.huggingface.co/t/136225 | null | 2025-01-17T12:21:47.231000Z | 2025-01-17T15:30:00.886000Z | null | 2026-09-16T07:25:55.512807Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/stefanna3shape/{size}/34590_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_se... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [196233, 196267] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:07:29.893895Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-17T15:30:00.886Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-17T12:21:47.231Z", "fancy_title": "Push_to_hub Permission denied for certain names", "featured_link": null, "has_accepted_... | null | [] | null |
forum_huggingface_136205 | forum_huggingface | problem_observation | 136205 | topic | https://discuss.huggingface.co/t/136205 | 2025-01-17T08:47:57.949000Z | createdAt | {"id": "136205", "record_type": "topic", "url": "https://discuss.huggingface.co/t/136205", "title": "Cannot change the sleep time for cpu-basic Spaces", "createdAt": "2025-01-17T08:47:57.949Z", "updatedAt": "2025-01-17T08:47:58.004Z", "fetched_at": "2026-09-16T07:25:55.512837Z", "body": "<p>Bad request:<br>\nCannot cha... | Cannot change the sleep time for cpu-basic Spaces | <p>Bad request:<br>
Cannot change the sleep time for cpu-basic Spaces</p>
<p><div class="lightbox-wrapper"><a class="lightbox" href="https://us1.discourse-cdn.com/hellohellohello/original/3X/2/3/237e913a87585251ccbfa2c7c23779a57b084e7e.png" data-download-href="/uploads/short-url/53ZSBeu0TDJLf0xVqf5QuzYrrBk.png?dl=1" ti... | null | null | 136205 | null | Cannot change the sleep time for cpu-basic Spaces | <p>Bad request:<br>
Cannot change the sleep time for cpu-basic Spaces</p>
<p><div class="lightbox-wrapper"><a class="lightbox" href="https://us1.discourse-cdn.com/hellohellohello/original/3X/2/3/237e913a87585251ccbfa2c7c23779a57b084e7e.png" data-download-href="/uploads/short-url/53ZSBeu0TDJLf0xVqf5QuzYrrBk.png?dl=1" ti... | https://discuss.huggingface.co/t/136205 | null | 2025-01-17T08:47:57.949000Z | 2025-01-17T08:47:58.004000Z | null | 2026-09-16T07:25:55.512837Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 2, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/j/f17d59/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [196204] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:07:29.929298Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-17T08:47:58.004Z", "can_vote": false, "category_id": 24, "closed": false, "created_at": "2025-01-17T08:47:57.949Z", "fancy_title": "Cannot change the sleep time for cpu-basic Spaces", "featured_link": null, "has_accept... | null | [] | null |
forum_huggingface_136203 | forum_huggingface | problem_observation | 136203 | topic | https://discuss.huggingface.co/t/136203 | 2025-01-17T08:30:31.438000Z | createdAt | {"id": "136203", "record_type": "topic", "url": "https://discuss.huggingface.co/t/136203", "title": "Facing issue while using Gradio", "createdAt": "2025-01-17T08:30:31.438Z", "updatedAt": "2025-01-18T08:27:48.210Z", "fetched_at": "2026-09-16T07:25:55.512955Z", "body": "<p>Hi, I will give you brief about my project. I ... | Facing issue while using Gradio | <p>Hi, I will give you brief about my project. I am using react for UI design. when user click on image search button, one pop-up model opens. Inside that popup model I am using iframe to display the gradio UI using src attribute, we can pass the public url generated by python code… In that Gradio UI user can upload an... | null | null | 136203 | null | Facing issue while using Gradio | <p>Hi, I will give you brief about my project. I am using react for UI design. when user click on image search button, one pop-up model opens. Inside that popup model I am using iframe to display the gradio UI using src attribute, we can pass the public url generated by python code… In that Gradio UI user can upload an... | https://discuss.huggingface.co/t/136203 | null | 2025-01-17T08:30:31.438000Z | 2025-01-18T08:27:48.210000Z | null | 2026-09-16T07:25:55.512955Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/alanturner2/{size}/37542_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_h... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/s/779978/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [196202, 196343, 196346] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:07:30.206995Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-18T08:27:48.210Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-17T08:30:31.438Z", "fancy_title": "Facing issue while using Gradio", "featured_link": null, "has_accepted_answer": false, ... | null | [] | null |
forum_huggingface_136198 | forum_huggingface | problem_observation | 136198 | topic | https://discuss.huggingface.co/t/136198 | 2025-01-17T08:09:23.325000Z | createdAt | {"id": "136198", "record_type": "topic", "url": "https://discuss.huggingface.co/t/136198", "title": "Explain about Mamba and Jamba", "createdAt": "2025-01-17T08:09:23.325Z", "updatedAt": "2025-01-20T13:58:40.362Z", "fetched_at": "2026-09-16T07:25:55.513065Z", "body": "<aside class=\"onebox allowlistedgeneric\" data-one... | Explain about Mamba and Jamba | <aside class="onebox allowlistedgeneric" data-onebox-src="https://huggingface.co/spaces/AI-basic-class/JambaSimpleChatBot">
<header class="source">
<a href="https://huggingface.co/spaces/AI-basic-class/JambaSimpleChatBot" target="_blank" rel="noopener">huggingface.co</a>
</header>
<article class="onebox-b... | null | null | 136198 | null | Explain about Mamba and Jamba | <aside class="onebox allowlistedgeneric" data-onebox-src="https://huggingface.co/spaces/AI-basic-class/JambaSimpleChatBot">
<header class="source">
<a href="https://huggingface.co/spaces/AI-basic-class/JambaSimpleChatBot" target="_blank" rel="noopener">huggingface.co</a>
</header>
<article class="onebox-b... | https://discuss.huggingface.co/t/136198 | null | 2025-01-17T08:09:23.325000Z | 2025-01-20T13:58:40.362000Z | null | 2026-09-16T07:25:55.513065Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/samchain/{size}/30999_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/alanturner2/{size}/37542_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_h... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [196195, 196490, 196569, 196627, 196651, 196665] | 6 | [] | null | null | null | topic | null | 2026-09-16T09:07:30.658733Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-20T13:44:25.316Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-17T08:09:23.325Z", "fancy_title": "Explain about Mamba and Jamba", "featured_link": null, "has_accepted_answer": false, "h... | null | [] | null |
forum_huggingface_136189 | forum_huggingface | problem_observation | 136189 | topic | https://discuss.huggingface.co/t/136189 | 2025-01-17T06:46:36.344000Z | createdAt | {"id": "136189", "record_type": "topic", "url": "https://discuss.huggingface.co/t/136189", "title": "huggingface_hub.errors.HfHubHTTPError:", "createdAt": "2025-01-17T06:46:36.344Z", "updatedAt": "2025-01-17T09:14:19.837Z", "fetched_at": "2026-09-16T07:25:55.513173Z", "body": "<p>I am trying to spacerunner with help o... | huggingface_hub.errors.HfHubHTTPError: | <p>I am trying to spacerunner with help of</p>
<p><code>autotrain spacerunner --project-name demo5</code></p>
<p>INFO | 2025-01-17 15:27:03 | autotrain.trainers.generic.utils:create_dataset_repo:23 - Creating dataset repo…<br>
INFO | 2025-01-17 15:27:04 | autotrain.trainers.generic.utils:create_dataset_repo:31... | null | null | 136189 | null | huggingface_hub.errors.HfHubHTTPError: | <p>I am trying to spacerunner with help of</p>
<p><code>autotrain spacerunner --project-name demo5</code></p>
<p>INFO | 2025-01-17 15:27:03 | autotrain.trainers.generic.utils:create_dataset_repo:23 - Creating dataset repo…<br>
INFO | 2025-01-17 15:27:04 | autotrain.trainers.generic.utils:create_dataset_repo:31... | https://discuss.huggingface.co/t/136189 | null | 2025-01-17T06:46:36.344000Z | 2025-01-17T09:14:19.837000Z | null | 2026-09-16T07:25:55.513173Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/j/f17d59/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [196185, 196210] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:07:30.961430Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-17T09:14:19.837Z", "can_vote": false, "category_id": 24, "closed": false, "created_at": "2025-01-17T06:46:36.344Z", "fancy_title": "huggingface_hub.errors.HfHubHTTPError:", "featured_link": null, "has_accepted_answer":... | null | [] | null |
forum_huggingface_136180 | forum_huggingface | problem_observation | 136180 | topic | https://discuss.huggingface.co/t/136180 | 2025-01-17T05:00:22.948000Z | createdAt | {"id": "136180", "record_type": "topic", "url": "https://discuss.huggingface.co/t/136180", "title": "What is the behaviour of pipeline's `device_map=\"auto\"`?", "createdAt": "2025-01-17T05:00:22.948Z", "updatedAt": "2025-01-18T07:28:31.406Z", "fetched_at": "2026-09-16T07:25:55.513276Z", "body": "<p>Hello,</p>\n<p>I ha... | What is the behaviour of pipeline's `device_map="auto"`? | <p>Hello,</p>
<p>I have a question about the behaviour of pipelines’ (<a href="https://huggingface.co/docs/transformers/en/main_classes/pipelines">pipelines</a>) <code>device_map="auto"</code>.</p>
<p>Specifically, if I only have one A100-40G GPU and set the batch_size=16, the GPU memory usage is about 90%, and sometim... | null | null | 136180 | null | What is the behaviour of pipeline's `device_map="auto"`? | <p>Hello,</p>
<p>I have a question about the behaviour of pipelines’ (<a href="https://huggingface.co/docs/transformers/en/main_classes/pipelines">pipelines</a>) <code>device_map="auto"</code>.</p>
<p>Specifically, if I only have one A100-40G GPU and set the batch_size=16, the GPU memory usage is about 90%, and sometim... | https://discuss.huggingface.co/t/136180 | null | 2025-01-17T05:00:22.948000Z | 2025-01-18T07:28:31.406000Z | null | 2026-09-16T07:25:55.513276Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/alanturner2/{size}/37542_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_h... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/j/c89c15/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [196175, 196340] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:07:31.026069Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-18T07:28:31.406Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-17T05:00:22.948Z", "fancy_title": "What is the behaviour of pipeline’s `device_map=“auto”`?", "featured_... | null | [] | null |
forum_huggingface_136168 | forum_huggingface | problem_observation | 136168 | topic | https://discuss.huggingface.co/t/136168 | 2025-01-17T02:56:49.933000Z | createdAt | {"id": "136168", "record_type": "topic", "url": "https://discuss.huggingface.co/t/136168", "title": "Pip install optimum[exporters-tf]", "createdAt": "2025-01-17T02:56:49.933Z", "updatedAt": "2025-01-18T18:02:50.145Z", "fetched_at": "2026-09-16T07:25:55.513382Z", "body": "<p>I trying to install optimum[exporters-tf] a... | Pip install optimum[exporters-tf] | <p>I trying to install optimum[exporters-tf] and I get error<br>
pip 24.3.1 on an Ubuntu<br>
<br>
register_finder(pkgutil.ImpImporter, find_on_path)<br>
^^^^^^^^^^^^^^^^^^^<br>
AttributeError: module ‘pkgutil’ has no attribute ‘ImpImporter’. Did you mean: ‘zipimporter’?<br>
[end of output]<br>
Is there an updated inst... | null | null | 136168 | null | Pip install optimum[exporters-tf] | <p>I trying to install optimum[exporters-tf] and I get error<br>
pip 24.3.1 on an Ubuntu<br>
<br>
register_finder(pkgutil.ImpImporter, find_on_path)<br>
^^^^^^^^^^^^^^^^^^^<br>
AttributeError: module ‘pkgutil’ has no attribute ‘ImpImporter’. Did you mean: ‘zipimporter’?<br>
[end of output]<br>
Is there an updated inst... | https://discuss.huggingface.co/t/136168 | null | 2025-01-17T02:56:49.933000Z | 2025-01-18T18:02:50.145000Z | null | 2026-09-16T07:25:55.513382Z | null | null | [{"accepted_answer": true, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can_... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/herbertochoaai/{size}/39316_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_se... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [196163, 196211, 196398, 196441] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:07:31.228722Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-18T18:02:50.145Z", "can_vote": false, "category_id": 9, "closed": true, "created_at": "2025-01-17T02:56:49.933Z", "fancy_title": "Pip install optimum[exporters-tf]", "featured_link": null, "has_accepted_answer": true, ... | null | [] | null |
forum_huggingface_136167 | forum_huggingface | problem_observation | 136167 | topic | https://discuss.huggingface.co/t/136167 | 2025-01-17T02:51:51.153000Z | createdAt | {"id": "136167", "record_type": "topic", "url": "https://discuss.huggingface.co/t/136167", "title": "How to run huggingface model on base url", "createdAt": "2025-01-17T02:51:51.153Z", "updatedAt": "2025-01-17T02:51:51.218Z", "fetched_at": "2026-09-16T07:25:55.513492Z", "body": "<p>I have a question. I have a server to... | How to run huggingface model on base url | <p>I have a question. I have a server to run the LLM model from Ollama using the base URL. I want to know if Hugging Face can do this. I can’t find a way to do it. Is there anyone who can teach me?</p> | null | null | 136167 | null | How to run huggingface model on base url | <p>I have a question. I have a server to run the LLM model from Ollama using the base URL. I want to know if Hugging Face can do this. I can’t find a way to do it. Is there anyone who can teach me?</p> | https://discuss.huggingface.co/t/136167 | null | 2025-01-17T02:51:51.153000Z | 2025-01-17T02:51:51.218000Z | null | 2026-09-16T07:25:55.513492Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/n/c2a13f/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [196162] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:07:31.422679Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-17T02:51:51.218Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-17T02:51:51.153Z", "fancy_title": "How to run huggingface model on base url", "featured_link": null, "has_accepted_answer"... | null | [] | null |
forum_huggingface_136139 | forum_huggingface | problem_observation | 136139 | topic | https://discuss.huggingface.co/t/136139 | 2025-01-16T20:48:41.412000Z | createdAt | {"id": "136139", "record_type": "topic", "url": "https://discuss.huggingface.co/t/136139", "title": "Seeing a value error when trying to run the AutoTran object detection task", "createdAt": "2025-01-16T20:48:41.412Z", "updatedAt": "2025-01-16T20:48:41.489Z", "fetched_at": "2026-09-16T07:25:55.513587Z", "body": "<p>Rig... | Seeing a value error when trying to run the AutoTran object detection task | <p>Right after I start the training, I run into this error :</p>
<pre><code class="lang-auto">ERROR | 2025-01-16 20:42:47 | autotrain.trainers.common:wrapper:215 - train has failed due to an exception: Traceback (most recent call last):
File "/app/env/lib/python3.10/site-packages/autotrain/trainers/common.py", lin... | null | null | 136139 | null | Seeing a value error when trying to run the AutoTran object detection task | <p>Right after I start the training, I run into this error :</p>
<pre><code class="lang-auto">ERROR | 2025-01-16 20:42:47 | autotrain.trainers.common:wrapper:215 - train has failed due to an exception: Traceback (most recent call last):
File "/app/env/lib/python3.10/site-packages/autotrain/trainers/common.py", lin... | https://discuss.huggingface.co/t/136139 | null | 2025-01-16T20:48:41.412000Z | 2025-01-16T20:48:41.489000Z | null | 2026-09-16T07:25:55.513587Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/a/a5b964/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [196125] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:07:31.671156Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-16T20:48:41.489Z", "can_vote": false, "category_id": 16, "closed": false, "created_at": "2025-01-16T20:48:41.412Z", "fancy_title": "Seeing a value error when trying to run the AutoTran object detection task", "featured... | null | [] | null |
forum_huggingface_136112 | forum_huggingface | problem_observation | 136112 | topic | https://discuss.huggingface.co/t/136112 | 2025-01-16T17:12:10.793000Z | createdAt | {"id": "136112", "record_type": "topic", "url": "https://discuss.huggingface.co/t/136112", "title": "Fine-Tuning a Text2Text Model using different tokenizer", "createdAt": "2025-01-16T17:12:10.793Z", "updatedAt": "2025-01-20T10:34:00.106Z", "fetched_at": "2026-09-16T07:25:55.513704Z", "body": "<p>Hello everyone,</p>\n<... | Fine-Tuning a Text2Text Model using different tokenizer | <p>Hello everyone,</p>
<p>I’m just starting to explore the Hugging Face library and have a question related to Text2Text models.</p>
<p>Suppose I have a <code>model1</code> (a Text2Text model) pre-trained on a masked language modeling task, where it has learned the syntactic structure based on the tokenization strategy... | null | null | 136112 | null | Fine-Tuning a Text2Text Model using different tokenizer | <p>Hello everyone,</p>
<p>I’m just starting to explore the Hugging Face library and have a question related to Text2Text models.</p>
<p>Suppose I have a <code>model1</code> (a Text2Text model) pre-trained on a masked language modeling task, where it has learned the syntactic structure based on the tokenization strategy... | https://discuss.huggingface.co/t/136112 | null | 2025-01-16T17:12:10.793000Z | 2025-01-20T10:34:00.106000Z | null | 2026-09-16T07:25:55.513704Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/fedeotto/{size}/39280_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [196050, 196160, 196214, 196264, 196322, 196635] | 6 | [] | null | null | null | topic | null | 2026-09-16T09:07:31.989251Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-20T10:33:39.816Z", "can_vote": false, "category_id": 9, "closed": false, "created_at": "2025-01-16T17:12:10.793Z", "fancy_title": "Fine-Tuning a Text2Text Model using different tokenizer", "featured_link": null, "has_a... | null | [] | null |
forum_huggingface_136106 | forum_huggingface | problem_observation | 136106 | topic | https://discuss.huggingface.co/t/136106 | 2025-01-16T16:32:46.443000Z | createdAt | {"id": "136106", "record_type": "topic", "url": "https://discuss.huggingface.co/t/136106", "title": "\"Proposal: Collaboration Opportunity for AI Autism Assistant Using Hugging Face Models\"", "createdAt": "2025-01-16T16:32:46.443Z", "updatedAt": "2025-01-16T16:45:57.332Z", "fetched_at": "2026-09-16T07:25:55.513746Z", ... | "Proposal: Collaboration Opportunity for AI Autism Assistant Using Hugging Face Models" | <p>Dear Hugging Face Team,</p>
<p>I hope this message finds you well. My name is [nassim haddad], and I am an AI programmer dedicated to developing innovative solutions to address real-world challenges. I am excited to share details about an advanced project I’ve been working on—an <strong>AI-powered Autism Assistant</... | null | null | 136106 | null | "Proposal: Collaboration Opportunity for AI Autism Assistant Using Hugging Face Models" | <p>Dear Hugging Face Team,</p>
<p>I hope this message finds you well. My name is [nassim haddad], and I am an AI programmer dedicated to developing innovative solutions to address real-world challenges. I am excited to share details about an advanced project I’ve been working on—an <strong>AI-powered Autism Assistant</... | https://discuss.huggingface.co/t/136106 | null | 2025-01-16T16:32:46.443000Z | 2025-01-16T16:45:57.332000Z | null | 2026-09-16T07:25:55.513746Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/n/c4cdca/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [196040] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:07:32.195287Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-16T16:45:57.350Z", "can_vote": false, "category_id": 13, "closed": false, "created_at": "2025-01-16T16:32:46.443Z", "fancy_title": "“Proposal: Collaboration Opportunity for AI Autism Assistant Using Hugging Face ... | null | [] | null |
forum_huggingface_136085 | forum_huggingface | problem_observation | 136085 | topic | https://discuss.huggingface.co/t/136085 | 2025-01-16T13:17:35.988000Z | createdAt | {"id": "136085", "record_type": "topic", "url": "https://discuss.huggingface.co/t/136085", "title": "Want to know if model Qwen/Qwen2.5-0.5B-Instruct exists can be used in Saudi region", "createdAt": "2025-01-16T13:17:35.988Z", "updatedAt": "2025-01-16T15:37:40.389Z", "fetched_at": "2026-09-16T07:25:55.513854Z", "body"... | Want to know if model Qwen/Qwen2.5-0.5B-Instruct exists can be used in Saudi region | <p>Hi,<br>
I would like to understand if this model Qwen/Qwen2.5-0.5B-Instruct is allowed to use for development purpose in Saudi region. I heard there are some restrictions to use LLMs open source as per the laws in saudi region.</p>
<p>Regards,<br>
Ravi.</p> | null | null | 136085 | null | Want to know if model Qwen/Qwen2.5-0.5B-Instruct exists can be used in Saudi region | <p>Hi,<br>
I would like to understand if this model Qwen/Qwen2.5-0.5B-Instruct is allowed to use for development purpose in Saudi region. I heard there are some restrictions to use LLMs open source as per the laws in saudi region.</p>
<p>Regards,<br>
Ravi.</p> | https://discuss.huggingface.co/t/136085 | null | 2025-01-16T13:17:35.988000Z | 2025-01-16T15:37:40.389000Z | null | 2026-09-16T07:25:55.513854Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/r/a3d4f5/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [196015, 196035] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:07:32.469478Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-16T15:37:40.389Z", "can_vote": false, "category_id": 13, "closed": false, "created_at": "2025-01-16T13:17:35.988Z", "fancy_title": "Want to know if model Qwen/Qwen2.5-0.5B-Instruct exists can be used in Saudi region", ... | null | [] | null |
forum_huggingface_136079 | forum_huggingface | problem_observation | 136079 | topic | https://discuss.huggingface.co/t/136079 | 2025-01-16T12:56:34.740000Z | createdAt | {"id": "136079", "record_type": "topic", "url": "https://discuss.huggingface.co/t/136079", "title": "Custom dataset maskformer", "createdAt": "2025-01-16T12:56:34.740Z", "updatedAt": "2025-01-17T17:27:55.998Z", "fetched_at": "2026-09-16T07:25:55.513978Z", "body": "<p>Hello everyone,<br>\nwish you to be in good health!<... | Custom dataset maskformer | <p>Hello everyone,<br>
wish you to be in good health!</p>
<p>I am facing an issue for training the maskformer on custom dataset.<br>
my data has 6 classes, it is agricultural dataset. For pepper</p>
<p>I process the data as follows, firstly I created the masks using these lines</p>
<pre><code class="lang-auto">def __ge... | null | null | 136079 | null | Custom dataset maskformer | <p>Hello everyone,<br>
wish you to be in good health!</p>
<p>I am facing an issue for training the maskformer on custom dataset.<br>
my data has 6 classes, it is agricultural dataset. For pepper</p>
<p>I process the data as follows, firstly I created the masks using these lines</p>
<pre><code class="lang-auto">def __ge... | https://discuss.huggingface.co/t/136079 | null | 2025-01-16T12:56:34.740000Z | 2025-01-17T17:27:55.998000Z | null | 2026-09-16T07:25:55.513978Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/m/958977/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/m/958977/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [196008, 196009, 196037, 196044, 196051, 196099, 196219, 196222, 196225, 196226, 196230, 196265, 196278, 196279, 196281, 196331] | 15 | [] | null | null | null | topic | null | 2026-09-16T09:07:33.078931Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-17T17:27:55.998Z", "can_vote": false, "category_id": 6, "closed": true, "created_at": "2025-01-16T12:56:34.740Z", "fancy_title": "Custom dataset maskformer", "featured_link": null, "has_accepted_answer": true, "has_sum... | null | [] | null |
forum_huggingface_136073 | forum_huggingface | problem_observation | 136073 | topic | https://discuss.huggingface.co/t/136073 | 2025-01-16T12:21:05.898000Z | createdAt | {"id": "136073", "record_type": "topic", "url": "https://discuss.huggingface.co/t/136073", "title": "Emmanuel Katto : Seeking Feedback on Skin Lens – Help Us Improve Skin Health Technology!", "createdAt": "2025-01-16T12:21:05.898Z", "updatedAt": "2025-01-16T12:21:05.969Z", "fetched_at": "2026-09-16T07:25:55.514026Z", "... | Emmanuel Katto : Seeking Feedback on Skin Lens – Help Us Improve Skin Health Technology! | <p>Hey everyone!<br>
I’m <strong>Emmanuel Katto</strong>, We’d greatly appreciate your input! We invite you to take a few minutes to complete our questionnaire about Skin Lens. Your feedback is crucial in helping us enhance the future of skin health technology. Thank you for being part of this journey!</p>
<p>Also, fee... | null | null | 136073 | null | Emmanuel Katto : Seeking Feedback on Skin Lens – Help Us Improve Skin Health Technology! | <p>Hey everyone!<br>
I’m <strong>Emmanuel Katto</strong>, We’d greatly appreciate your input! We invite you to take a few minutes to complete our questionnaire about Skin Lens. Your feedback is crucial in helping us enhance the future of skin health technology. Thank you for being part of this journey!</p>
<p>Also, fee... | https://discuss.huggingface.co/t/136073 | null | 2025-01-16T12:21:05.898000Z | 2025-01-16T12:21:05.969000Z | null | 2026-09-16T07:25:55.514026Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/e/ce7236/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [196001] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:07:32.958649Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-16T12:21:05.969Z", "can_vote": false, "category_id": 7, "closed": false, "created_at": "2025-01-16T12:21:05.898Z", "fancy_title": "Emmanuel Katto : Seeking Feedback on Skin Lens – Help Us Improve Skin Health Technology... | null | [] | null |
forum_huggingface_136072 | forum_huggingface | problem_observation | 136072 | topic | https://discuss.huggingface.co/t/136072 | 2025-01-16T12:17:59.175000Z | createdAt | {"id": "136072", "record_type": "topic", "url": "https://discuss.huggingface.co/t/136072", "title": "Hello Members Meet Emmanuel Katto", "createdAt": "2025-01-16T12:17:59.175Z", "updatedAt": "2025-01-16T12:17:59.231Z", "fetched_at": "2026-09-16T07:25:55.514126Z", "body": "<p>Hello everyone! I’m <strong>Emmanuel Katto</... | Hello Members Meet Emmanuel Katto | <p>Hello everyone! I’m <strong>Emmanuel Katto</strong>, and I’m excited to be joining this community as an API developer. It’s a great pleasure to introduce myself and share a bit about my experience in API development.</p>
<p>With a year of hands-on experience, I’ve had the chance to work on a wide range of projects, ... | null | null | 136072 | null | Hello Members Meet Emmanuel Katto | <p>Hello everyone! I’m <strong>Emmanuel Katto</strong>, and I’m excited to be joining this community as an API developer. It’s a great pleasure to introduce myself and share a bit about my experience in API development.</p>
<p>With a year of hands-on experience, I’ve had the chance to work on a wide range of projects, ... | https://discuss.huggingface.co/t/136072 | null | 2025-01-16T12:17:59.175000Z | 2025-01-16T12:17:59.231000Z | null | 2026-09-16T07:25:55.514126Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/e/ce7236/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [196000] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:07:33.161994Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-16T12:17:59.231Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-16T12:17:59.175Z", "fancy_title": "Hello Members Meet Emmanuel Katto", "featured_link": null, "has_accepted_answer": false... | null | [] | null |
forum_huggingface_136062 | forum_huggingface | problem_observation | 136062 | topic | https://discuss.huggingface.co/t/136062 | 2025-01-16T11:20:21.028000Z | createdAt | {"id": "136062", "record_type": "topic", "url": "https://discuss.huggingface.co/t/136062", "title": "DONUT: Reading order for pseudo-OCR pre-training task", "createdAt": "2025-01-16T11:20:21.028Z", "updatedAt": "2025-01-16T11:28:08.818Z", "fetched_at": "2026-09-16T07:25:55.514235Z", "body": "<p>I would like to train th... | DONUT: Reading order for pseudo-OCR pre-training task | <p>I would like to train the <a href="https://huggingface.co/naver-clova-ix/donut-base">Donut base model</a> for a few more epochs on the pre-training pseudo-OCR task using a custom dataset. In what reading order should the individual words of the document image be passed to the model? The <a href="https://arxiv.org/ab... | null | null | 136062 | null | DONUT: Reading order for pseudo-OCR pre-training task | <p>I would like to train the <a href="https://huggingface.co/naver-clova-ix/donut-base">Donut base model</a> for a few more epochs on the pre-training pseudo-OCR task using a custom dataset. In what reading order should the individual words of the document image be passed to the model? The <a href="https://arxiv.org/ab... | https://discuss.huggingface.co/t/136062 | null | 2025-01-16T11:20:21.028000Z | 2025-01-16T11:28:08.818000Z | null | 2026-09-16T07:25:55.514235Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/m/c77e96/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195986] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:07:33.431714Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-16T11:20:21.099Z", "can_vote": false, "category_id": 9, "closed": false, "created_at": "2025-01-16T11:20:21.028Z", "fancy_title": "DONUT: Reading order for pseudo-OCR pre-training task", "featured_link": null, "has_acc... | null | [] | null |
forum_huggingface_136060 | forum_huggingface | problem_observation | 136060 | topic | https://discuss.huggingface.co/t/136060 | 2025-01-16T11:06:45.684000Z | createdAt | {"id": "136060", "record_type": "topic", "url": "https://discuss.huggingface.co/t/136060", "title": "FineTuning Reimbursement Documents using 3.5 gpt turbo model", "createdAt": "2025-01-16T11:06:45.684Z", "updatedAt": "2025-01-16T11:06:45.746Z", "fetched_at": "2026-09-16T07:25:55.514327Z", "body": "<p>We have been usin... | FineTuning Reimbursement Documents using 3.5 gpt turbo model | <p>We have been using prompt engineering where prompt works on OCR performed on Reimbursement documents in an organisation.</p>
<p>Although after multiple prompt refining the answer is not always correct.<br>
We also require additional manual validation of results.</p>
<p>For this we are thinking to explore fine tune m... | null | null | 136060 | null | FineTuning Reimbursement Documents using 3.5 gpt turbo model | <p>We have been using prompt engineering where prompt works on OCR performed on Reimbursement documents in an organisation.</p>
<p>Although after multiple prompt refining the answer is not always correct.<br>
We also require additional manual validation of results.</p>
<p>For this we are thinking to explore fine tune m... | https://discuss.huggingface.co/t/136060 | null | 2025-01-16T11:06:45.684000Z | 2025-01-16T11:06:45.746000Z | null | 2026-09-16T07:25:55.514327Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/p/f05b48/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195984] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:07:33.711084Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-16T11:06:45.746Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-16T11:06:45.684Z", "fancy_title": "FineTuning Reimbursement Documents using 3.5 gpt turbo model", "featured_link": null, "... | null | [] | null |
forum_huggingface_136056 | forum_huggingface | problem_observation | 136056 | topic | https://discuss.huggingface.co/t/136056 | 2025-01-16T10:42:56.242000Z | createdAt | {"id": "136056", "record_type": "topic", "url": "https://discuss.huggingface.co/t/136056", "title": "Hi I've been exposed to python for a long time", "createdAt": "2025-01-16T10:42:56.242Z", "updatedAt": "2025-01-16T12:28:44.426Z", "fetched_at": "2026-09-16T07:25:55.514370Z", "body": "<p>Hi I’ve been exposed to python ... | Hi I've been exposed to python for a long time | <p>Hi I’ve been exposed to python for a long time and I had never track any site before. This time I decide to give <a href="https://deevid.ai/" rel="noopener nofollow ugc">https://deevid.ai/</a> a try. But before that, I want to know if it is legal to crawl a site like this?</p>
<p>I’ve created the codes in the follow... | null | null | 136056 | null | Hi I've been exposed to python for a long time | <p>Hi I’ve been exposed to python for a long time and I had never track any site before. This time I decide to give <a href="https://deevid.ai/" rel="noopener nofollow ugc">https://deevid.ai/</a> a try. But before that, I want to know if it is legal to crawl a site like this?</p>
<p>I’ve created the codes in the follow... | https://discuss.huggingface.co/t/136056 | null | 2025-01-16T10:42:56.242000Z | 2025-01-16T12:28:44.426000Z | null | 2026-09-16T07:25:55.514370Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/sansaaaaa/{size}/37903_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hid... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195979, 196002] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:07:33.966159Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-16T12:28:44.426Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-16T10:42:56.242Z", "fancy_title": "Hi I’ve been exposed to python for a long time", "featured_link": null, "has_acce... | null | [] | null |
forum_huggingface_136044 | forum_huggingface | problem_observation | 136044 | topic | https://discuss.huggingface.co/t/136044 | 2025-01-16T10:05:10.383000Z | createdAt | {"id": "136044", "record_type": "topic", "url": "https://discuss.huggingface.co/t/136044", "title": "Auto train error 500", "createdAt": "2025-01-16T10:05:10.383Z", "updatedAt": "2025-01-16T10:05:10.493Z", "fetched_at": "2026-09-16T07:25:55.514414Z", "body": "<p>heres the logs : KeyError: ‘file_name’</p>\n<p>raise KeyE... | Auto train error 500 | <p>heres the logs : KeyError: ‘file_name’</p>
<p>raise KeyError(key) from err</p>
<p>File “/app/env/lib/python3.10/site-packages/pandas/core/indexes/base.py”, line 3812, in get_loc</p>
<p>loc = self.index.get_loc(label)</p>
<p>File “/app/env/lib/python3.10/site-packages/pandas/core/series.py”, line 1237, in _get_value<... | null | null | 136044 | null | Auto train error 500 | <p>heres the logs : KeyError: ‘file_name’</p>
<p>raise KeyError(key) from err</p>
<p>File “/app/env/lib/python3.10/site-packages/pandas/core/indexes/base.py”, line 3812, in get_loc</p>
<p>loc = self.index.get_loc(label)</p>
<p>File “/app/env/lib/python3.10/site-packages/pandas/core/series.py”, line 1237, in _get_value<... | https://discuss.huggingface.co/t/136044 | null | 2025-01-16T10:05:10.383000Z | 2025-01-16T10:05:10.493000Z | null | 2026-09-16T07:25:55.514414Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/s/779978/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195964] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:07:34.246257Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-16T10:05:10.493Z", "can_vote": false, "category_id": 16, "closed": false, "created_at": "2025-01-16T10:05:10.383Z", "fancy_title": "Auto train error 500", "featured_link": null, "has_accepted_answer": false, "has_summa... | null | [] | null |
forum_huggingface_136025 | forum_huggingface | problem_observation | 136025 | topic | https://discuss.huggingface.co/t/136025 | 2025-01-16T09:00:05.541000Z | createdAt | {"id": "136025", "record_type": "topic", "url": "https://discuss.huggingface.co/t/136025", "title": "Darshan Hiranandani : Optimizing Model for Handling Large Transcripts with Metadata: Suggestions Needed", "createdAt": "2025-01-16T09:00:05.541Z", "updatedAt": "2025-01-16T09:00:05.607Z", "fetched_at": "2026-09-16T07:25... | Darshan Hiranandani : Optimizing Model for Handling Large Transcripts with Metadata: Suggestions Needed | <p>Hi all,</p>
<p>I’m <strong>Darshan Hiranandani</strong>, currently developing a system to process raw transcripts by splitting them into meaningful paragraphs. The transcript is structured in a JSON schema, where each paragraph is an item in an array, and each paragraph contains words, which are stored as objects wi... | null | null | 136025 | null | Darshan Hiranandani : Optimizing Model for Handling Large Transcripts with Metadata: Suggestions Needed | <p>Hi all,</p>
<p>I’m <strong>Darshan Hiranandani</strong>, currently developing a system to process raw transcripts by splitting them into meaningful paragraphs. The transcript is structured in a JSON schema, where each paragraph is an item in an array, and each paragraph contains words, which are stored as objects wi... | https://discuss.huggingface.co/t/136025 | null | 2025-01-16T09:00:05.541000Z | 2025-01-16T09:00:05.607000Z | null | 2026-09-16T07:25:55.514516Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/darshanhiranandani23/{size}/27888_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195927] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:07:34.688957Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-16T09:00:05.607Z", "can_vote": false, "category_id": 6, "closed": false, "created_at": "2025-01-16T09:00:05.541Z", "fancy_title": "Darshan Hiranandani : Optimizing Model for Handling Large Transcripts with Metadata: Su... | null | [] | null |
forum_huggingface_136024 | forum_huggingface | problem_observation | 136024 | topic | https://discuss.huggingface.co/t/136024 | 2025-01-16T08:58:51.998000Z | createdAt | {"id": "136024", "record_type": "topic", "url": "https://discuss.huggingface.co/t/136024", "title": "Inquiry about HuggingFace Internship", "createdAt": "2025-01-16T08:58:51.998Z", "updatedAt": "2025-01-16T08:58:52.066Z", "fetched_at": "2026-09-16T07:25:55.514558Z", "body": "<p>To the HuggingFace recruiting staff:</p>\... | Inquiry about HuggingFace Internship | <p>To the HuggingFace recruiting staff:</p>
<p>I have applied to one of the HuggingFace internship projects some time ago. Since I have applied, I have began contributing to my target project. At risk of increasing the competion, I would encourage other hopeful applicants to do the same <img src="https://emoji.discours... | null | null | 136024 | null | Inquiry about HuggingFace Internship | <p>To the HuggingFace recruiting staff:</p>
<p>I have applied to one of the HuggingFace internship projects some time ago. Since I have applied, I have began contributing to my target project. At risk of increasing the competion, I would encourage other hopeful applicants to do the same <img src="https://emoji.discours... | https://discuss.huggingface.co/t/136024 | null | 2025-01-16T08:58:51.998000Z | 2025-01-16T08:58:52.066000Z | null | 2026-09-16T07:25:55.514558Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/lonewolfgang/{size}/38543_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195926] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:07:34.684947Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-16T08:58:52.066Z", "can_vote": false, "category_id": 12, "closed": false, "created_at": "2025-01-16T08:58:51.998Z", "fancy_title": "Inquiry about HuggingFace Internship", "featured_link": null, "has_accepted_answer": f... | null | [] | null |
forum_huggingface_136016 | forum_huggingface | problem_observation | 136016 | topic | https://discuss.huggingface.co/t/136016 | 2025-01-16T08:33:07.012000Z | createdAt | {"id": "136016", "record_type": "topic", "url": "https://discuss.huggingface.co/t/136016", "title": "AI Tools You Need to Master Hugging Face Daily Papers!", "createdAt": "2025-01-16T08:33:07.012Z", "updatedAt": "2025-01-16T10:55:33.376Z", "fetched_at": "2026-09-16T07:25:55.514657Z", "body": "<p>With the overwhelming n... | AI Tools You Need to Master Hugging Face Daily Papers! | <p>With the overwhelming number of papers to read every day, using AI to understand and research papers faster is no longer an option but a necessity. If you’ve ever felt the burden of not being able to keep up with the numerous papers uploaded to <a href="https://huggingface.co/papers">Hugging Face’s papers</a>, you n... | null | null | 136016 | null | AI Tools You Need to Master Hugging Face Daily Papers! | <p>With the overwhelming number of papers to read every day, using AI to understand and research papers faster is no longer an option but a necessity. If you’ve ever felt the burden of not being able to keep up with the numerous papers uploaded to <a href="https://huggingface.co/papers">Hugging Face’s papers</a>, you n... | https://discuss.huggingface.co/t/136016 | null | 2025-01-16T08:33:07.012000Z | 2025-01-16T10:55:33.376000Z | null | 2026-09-16T07:25:55.514657Z | null | null | [{"accepted_answer": false, "action_code": "visible.disabled", "actions_summary": [], "admin": true, "avatar_template": "https://us1.discourse-cdn.com/hellohellohello/original/2X/d/de4155eb4aa4108ecb32a1389d7cc37ae69f88b7.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, ... | [{"accepted_answer": false, "actions_summary": [{"count": 3, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/d/3ab097/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195913, 195915, 195919, 195982] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:07:34.997701Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-16T10:55:33.376Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-16T08:33:07.012Z", "fancy_title": "AI Tools You Need to Master Hugging Face Daily Papers!", "featured_link": null, "has_ac... | null | [] | null |
forum_huggingface_136015 | forum_huggingface | problem_observation | 136015 | topic | https://discuss.huggingface.co/t/136015 | 2025-01-16T08:30:13.472000Z | createdAt | {"id": "136015", "record_type": "topic", "url": "https://discuss.huggingface.co/t/136015", "title": "How to integrate oci gen ai models in codeagent", "createdAt": "2025-01-16T08:30:13.472Z", "updatedAt": "2025-01-16T08:30:13.556Z", "fetched_at": "2026-09-16T07:25:55.514772Z", "body": "<p>Hey, How can use the models wh... | How to integrate oci gen ai models in codeagent | <p>Hey, How can use the models which are in oci generative service.<br>
please let me know.</p> | null | null | 136015 | null | How to integrate oci gen ai models in codeagent | <p>Hey, How can use the models which are in oci generative service.<br>
please let me know.</p> | https://discuss.huggingface.co/t/136015 | null | 2025-01-16T08:30:13.472000Z | 2025-01-16T08:30:13.556000Z | null | 2026-09-16T07:25:55.514772Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/p/50afbb/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195912] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:07:35.169979Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-16T08:30:13.556Z", "can_vote": false, "category_id": 13, "closed": false, "created_at": "2025-01-16T08:30:13.472Z", "fancy_title": "How to integrate oci gen ai models in codeagent", "featured_link": null, "has_accepted... | null | [] | null |
forum_huggingface_136004 | forum_huggingface | problem_observation | 136004 | topic | https://discuss.huggingface.co/t/136004 | 2025-01-16T07:44:18.680000Z | createdAt | {"id": "136004", "record_type": "topic", "url": "https://discuss.huggingface.co/t/136004", "title": "Darshan Hiranandani : How to Create Datasets from PDF Files?", "createdAt": "2025-01-16T07:44:18.680Z", "updatedAt": "2025-01-17T01:37:21.060Z", "fetched_at": "2026-09-16T07:25:55.514822Z", "body": "<p>Hi everyone,</p>\... | Darshan Hiranandani : How to Create Datasets from PDF Files? | <p>Hi everyone,</p>
<p>I’m <strong>Darshan Hiranandani</strong>, looking for ways to extract text from PDF files and turn it into a well-structured question-and-answer dataset. Has anyone successfully done this, or does anyone have experience creating datasets from the text within PDF files?</p>
<p>Any advice, tools, o... | null | null | 136004 | null | Darshan Hiranandani : How to Create Datasets from PDF Files? | <p>Hi everyone,</p>
<p>I’m <strong>Darshan Hiranandani</strong>, looking for ways to extract text from PDF files and turn it into a well-structured question-and-answer dataset. Has anyone successfully done this, or does anyone have experience creating datasets from the text within PDF files?</p>
<p>Any advice, tools, o... | https://discuss.huggingface.co/t/136004 | null | 2025-01-16T07:44:18.680000Z | 2025-01-17T01:37:21.060000Z | null | 2026-09-16T07:25:55.514822Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/darshanhiranandani23/{size}/27888_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195899, 196022, 196149] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:07:35.499508Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-17T01:37:21.060Z", "can_vote": false, "category_id": 6, "closed": false, "created_at": "2025-01-16T07:44:18.680Z", "fancy_title": "Darshan Hiranandani : How to Create Datasets from PDF Files?", "featured_link": null, "... | null | [] | null |
forum_huggingface_135997 | forum_huggingface | problem_observation | 135997 | topic | https://discuss.huggingface.co/t/135997 | 2025-01-16T06:14:44.793000Z | createdAt | {"id": "135997", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135997", "title": "My dataset viewer is not loading", "createdAt": "2025-01-16T06:14:44.793Z", "updatedAt": "2025-01-17T14:53:33.409Z", "fetched_at": "2026-09-16T07:25:55.514920Z", "body": "<p><div class=\"lightbox-wrapper\"><a class=\"li... | My dataset viewer is not loading | <p><div class="lightbox-wrapper"><a class="lightbox" href="https://us1.discourse-cdn.com/hellohellohello/original/3X/e/0/e0789b8064c78c89b72eb79a8a3e79d398b4b6b1.png" data-download-href="/uploads/short-url/w1LlVfw9AlbLWyPiz7etFPpkaWJ.png?dl=1" title="image" rel="noopener nofollow ugc"><img src="https://us1.discourse-cd... | null | null | 135997 | null | My dataset viewer is not loading | <p><div class="lightbox-wrapper"><a class="lightbox" href="https://us1.discourse-cdn.com/hellohellohello/original/3X/e/0/e0789b8064c78c89b72eb79a8a3e79d398b4b6b1.png" data-download-href="/uploads/short-url/w1LlVfw9AlbLWyPiz7etFPpkaWJ.png?dl=1" title="image" rel="noopener nofollow ugc"><img src="https://us1.discourse-cd... | https://discuss.huggingface.co/t/135997 | null | 2025-01-16T06:14:44.793000Z | 2025-01-17T14:53:33.409000Z | null | 2026-09-16T07:25:55.514920Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/severo/{size}/27449_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/an-j96/{size}/39250_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195891, 195936, 196259] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:07:35.905518Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-17T14:53:33.409Z", "can_vote": false, "category_id": 10, "closed": false, "created_at": "2025-01-16T06:14:44.793Z", "fancy_title": "My dataset viewer is not loading", "featured_link": null, "has_accepted_answer": false... | null | [] | null |
forum_huggingface_135980 | forum_huggingface | problem_observation | 135980 | topic | https://discuss.huggingface.co/t/135980 | 2025-01-16T03:19:57.928000Z | createdAt | {"id": "135980", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135980", "title": "How to use autotrain spacerunner CLI", "createdAt": "2025-01-16T03:19:57.928Z", "updatedAt": "2025-01-16T04:12:53.657Z", "fetched_at": "2026-09-16T07:25:55.515018Z", "body": "<aside class=\"onebox allowlistedgeneric\" d... | How to use autotrain spacerunner CLI | <aside class="onebox allowlistedgeneric" data-onebox-src="https://huggingface.co/blog/abhishek/autotrain-spacerunner">
<header class="source">
<a href="https://huggingface.co/blog/abhishek/autotrain-spacerunner" target="_blank" rel="noopener">huggingface.co</a>
</header>
<article class="onebox-body">
... | null | null | 135980 | null | How to use autotrain spacerunner CLI | <aside class="onebox allowlistedgeneric" data-onebox-src="https://huggingface.co/blog/abhishek/autotrain-spacerunner">
<header class="source">
<a href="https://huggingface.co/blog/abhishek/autotrain-spacerunner" target="_blank" rel="noopener">huggingface.co</a>
</header>
<article class="onebox-body">
... | https://discuss.huggingface.co/t/135980 | null | 2025-01-16T03:19:57.928000Z | 2025-01-16T04:12:53.657000Z | null | 2026-09-16T07:25:55.515018Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/j/f17d59/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195867, 195873] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:07:36.001113Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-16T04:12:53.657Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-16T03:19:57.928Z", "fancy_title": "How to use autotrain spacerunner CLI", "featured_link": null, "has_accepted_answer": fa... | null | [] | null |
forum_huggingface_135977 | forum_huggingface | problem_observation | 135977 | topic | https://discuss.huggingface.co/t/135977 | 2025-01-16T02:53:24.034000Z | createdAt | {"id": "135977", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135977", "title": "How To Fine-Tune Models for Better NSFW AI Detection?", "createdAt": "2025-01-16T02:53:24.034Z", "updatedAt": "2025-01-23T00:50:26.387Z", "fetched_at": "2026-09-16T07:25:55.515155Z", "body": "<p>Hey everyone, I 'm new h... | How To Fine-Tune Models for Better NSFW AI Detection? | <p>Hey everyone, I 'm new here. Hope you guys don’t mind answering basic questions.</p>
<p>I’ve been exploring NSFW AI detection lately, and it’s been a pretty fascinating rabbit hole. Tools like <a href="https://github.com/infinitered/nsfwjs" rel="noopener nofollow ugc">NSFWJS</a> are great for quick setups, and the ... | null | null | 135977 | null | How To Fine-Tune Models for Better NSFW AI Detection? | <p>Hey everyone, I 'm new here. Hope you guys don’t mind answering basic questions.</p>
<p>I’ve been exploring NSFW AI detection lately, and it’s been a pretty fascinating rabbit hole. Tools like <a href="https://github.com/infinitered/nsfwjs" rel="noopener nofollow ugc">NSFWJS</a> are great for quick setups, and the ... | https://discuss.huggingface.co/t/135977 | null | 2025-01-16T02:53:24.034000Z | 2025-01-23T00:50:26.387000Z | null | 2026-09-16T07:25:55.515155Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/shawnbanks753/{size}/39240_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195864, 195874, 195902, 195906, 195931, 195999, 196146, 197287] | 8 | [] | null | null | null | topic | null | 2026-09-16T09:07:36.294880Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-23T00:50:26.387Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-16T02:53:24.034Z", "fancy_title": "How To Fine-Tune Models for Better NSFW AI Detection?", "featured_link": null, "has_acc... | null | [] | null |
forum_huggingface_135964 | forum_huggingface | problem_observation | 135964 | topic | https://discuss.huggingface.co/t/135964 | 2025-01-15T23:03:03.169000Z | createdAt | {"id": "135964", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135964", "title": "Access to Meta Model LLama 3.3 for GKE", "createdAt": "2025-01-15T23:03:03.169Z", "updatedAt": "2025-01-16T14:09:49.140Z", "fetched_at": "2026-09-16T07:25:55.515251Z", "body": "<p>Hi All,</p>\n<p>I cannot make my GKE cl... | Access to Meta Model LLama 3.3 for GKE | <p>Hi All,</p>
<p>I cannot make my GKE cluster to use meta-llama/Meta-Llama-3.3-70B-Instruct even the web page said:<br>
"<br>
meta-llama/Llama-3.3-70B-Instruct"<br>
You have been granted access to this model<br>
"<br>
with:<br>
cat download_model.py<br>
"<br>
import os<br>
from huggingface_hub import hf_hub_download</... | null | null | 135964 | null | Access to Meta Model LLama 3.3 for GKE | <p>Hi All,</p>
<p>I cannot make my GKE cluster to use meta-llama/Meta-Llama-3.3-70B-Instruct even the web page said:<br>
"<br>
meta-llama/Llama-3.3-70B-Instruct"<br>
You have been granted access to this model<br>
"<br>
with:<br>
cat download_model.py<br>
"<br>
import os<br>
from huggingface_hub import hf_hub_download</... | https://discuss.huggingface.co/t/135964 | null | 2025-01-15T23:03:03.169000Z | 2025-01-16T14:09:49.140000Z | null | 2026-09-16T07:25:55.515251Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/j/e9c0ed/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195837, 195854, 196023] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:07:36.497851Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-16T14:09:49.140Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-15T23:03:03.169Z", "fancy_title": "Access to Meta Model LLama 3.3 for GKE", "featured_link": null, "has_accepted_answer": ... | null | [] | null |
forum_huggingface_135961 | forum_huggingface | problem_observation | 135961 | topic | https://discuss.huggingface.co/t/135961 | 2025-01-15T22:53:54.466000Z | createdAt | {"id": "135961", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135961", "title": "Unable to load a newly trained tokenizer from local files", "createdAt": "2025-01-15T22:53:54.466Z", "updatedAt": "2025-01-16T05:45:31.431Z", "fetched_at": "2026-09-16T07:25:55.515302Z", "body": "<p>I wanted to add some... | Unable to load a newly trained tokenizer from local files | <p>I wanted to add some tokens to a <code>GPTNeoXTokenizerFast</code> tokenizer, but since there is no train function I had to use the <code>train_new_from_iterator</code> method from the inhereted<code>PreTrainedTokenizerFast</code> class.</p>
<p>I saved the new vocab and merges and added them to the original vocab ... | null | null | 135961 | null | Unable to load a newly trained tokenizer from local files | <p>I wanted to add some tokens to a <code>GPTNeoXTokenizerFast</code> tokenizer, but since there is no train function I had to use the <code>train_new_from_iterator</code> method from the inhereted<code>PreTrainedTokenizerFast</code> class.</p>
<p>I saved the new vocab and merges and added them to the original vocab ... | https://discuss.huggingface.co/t/135961 | null | 2025-01-15T22:53:54.466000Z | 2025-01-16T05:45:31.431000Z | null | 2026-09-16T07:25:55.515302Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/e/aeb1de/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195834, 195875, 195885, 195888, 196079] | 4 | [] | null | null | null | topic | null | 2026-09-16T09:07:36.710596Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-16T05:45:31.431Z", "can_vote": false, "category_id": 9, "closed": true, "created_at": "2025-01-15T22:53:54.466Z", "fancy_title": "Unable to load a newly trained tokenizer from local files", "featured_link": null, "has_... | null | [] | null |
forum_huggingface_135948 | forum_huggingface | problem_observation | 135948 | topic | https://discuss.huggingface.co/t/135948 | 2025-01-15T20:11:44.943000Z | createdAt | {"id": "135948", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135948", "title": "Pipeline vram problem with google colab", "createdAt": "2025-01-15T20:11:44.943Z", "updatedAt": "2025-01-21T14:22:30.855Z", "fetched_at": "2026-09-16T07:25:55.515397Z", "body": "<p>Hello</p>\n<p>I am using the llama 3 8... | Pipeline vram problem with google colab | <p>Hello</p>
<p>I am using the llama 3 8b model in google colab.</p>
<p>I am trying to run it in a vram 40g environment.<br>
I can upload the model with quantumization and LoRa, but<br>
the moment I load the pipeline, the vram is exceeded and it becomes impossible to run.<br>
To solve this problem, should I write the c... | null | null | 135948 | null | Pipeline vram problem with google colab | <p>Hello</p>
<p>I am using the llama 3 8b model in google colab.</p>
<p>I am trying to run it in a vram 40g environment.<br>
I can upload the model with quantumization and LoRa, but<br>
the moment I load the pipeline, the vram is exceeded and it becomes impossible to run.<br>
To solve this problem, should I write the c... | https://discuss.huggingface.co/t/135948 | null | 2025-01-15T20:11:44.943000Z | 2025-01-21T14:22:30.855000Z | null | 2026-09-16T07:25:55.515397Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/k/ecb155/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195819, 195856, 196880] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:07:36.958985Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-21T14:22:30.855Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-15T20:11:44.943Z", "fancy_title": "Pipeline vram problem with google colab", "featured_link": null, "has_accepted_answer":... | null | [] | null |
forum_huggingface_135940 | forum_huggingface | problem_observation | 135940 | topic | https://discuss.huggingface.co/t/135940 | 2025-01-15T18:50:57.905000Z | createdAt | {"id": "135940", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135940", "title": "Llama rotary positional embeddings implementation details", "createdAt": "2025-01-15T18:50:57.905Z", "updatedAt": "2025-01-16T02:36:45.813Z", "fetched_at": "2026-09-16T07:25:55.515444Z", "body": "<p>In the modeling_llam... | Llama rotary positional embeddings implementation details | <p>In the modeling_llama.py file, I can see that the rotary embeddings are applied (at line 271)after transposing the time and head dimension for keys and values (done at lines 267 and 268). In the official meta implementation (<a href="https://github.com/meta-llama/llama/blob/main/llama/model.py" class="inline-onebox"... | null | null | 135940 | null | Llama rotary positional embeddings implementation details | <p>In the modeling_llama.py file, I can see that the rotary embeddings are applied (at line 271)after transposing the time and head dimension for keys and values (done at lines 267 and 268). In the official meta implementation (<a href="https://github.com/meta-llama/llama/blob/main/llama/model.py" class="inline-onebox"... | https://discuss.huggingface.co/t/135940 | null | 2025-01-15T18:50:57.905000Z | 2025-01-16T02:36:45.813000Z | null | 2026-09-16T07:25:55.515444Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/a/74df32/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195811, 195858] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:07:37.213429Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-16T02:36:45.813Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-15T18:50:57.905Z", "fancy_title": "Llama rotary positional embeddings implementation details", "featured_link": null, "has... | null | [] | null |
forum_huggingface_135937 | forum_huggingface | problem_observation | 135937 | topic | https://discuss.huggingface.co/t/135937 | 2025-01-15T18:41:37.834000Z | createdAt | {"id": "135937", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135937", "title": "Exporting and using encoder/decoder models to CoreML", "createdAt": "2025-01-15T18:41:37.834Z", "updatedAt": "2025-01-15T18:41:37.896Z", "fetched_at": "2026-09-16T07:25:55.515543Z", "body": "<p>Im having trouble exporti... | Exporting and using encoder/decoder models to CoreML | <p>Im having trouble exporting encoder/decoder models and I cant figure out whats going on. The documentation isn’t clear. anyone do this succesfully?</p>
<aside class="onebox githubissue" data-onebox-src="https://github.com/huggingface/exporters/issues/85">
<header class="source">
<a href="https://github.com/... | null | null | 135937 | null | Exporting and using encoder/decoder models to CoreML | <p>Im having trouble exporting encoder/decoder models and I cant figure out whats going on. The documentation isn’t clear. anyone do this succesfully?</p>
<aside class="onebox githubissue" data-onebox-src="https://github.com/huggingface/exporters/issues/85">
<header class="source">
<a href="https://github.com/... | https://discuss.huggingface.co/t/135937 | null | 2025-01-15T18:41:37.834000Z | 2025-01-15T18:41:37.896000Z | null | 2026-09-16T07:25:55.515543Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/h/cc9497/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195808] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:07:37.449857Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-15T18:41:37.896Z", "can_vote": false, "category_id": 13, "closed": false, "created_at": "2025-01-15T18:41:37.834Z", "fancy_title": "Exporting and using encoder/decoder models to CoreML", "featured_link": null, "has_acc... | null | [] | null |
forum_huggingface_135936 | forum_huggingface | problem_observation | 135936 | topic | https://discuss.huggingface.co/t/135936 | 2025-01-15T18:35:36.334000Z | createdAt | {"id": "135936", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135936", "title": "Huggingface Space Not Resolving Domain Name", "createdAt": "2025-01-15T18:35:36.334Z", "updatedAt": "2025-01-16T19:15:01.104Z", "fetched_at": "2026-09-16T07:25:55.515590Z", "body": "<p>Hi everyone,</p>\n<p>I’m encounter... | Huggingface Space Not Resolving Domain Name | <p>Hi everyone,</p>
<p>I’m encountering an issue with my Hugging Face Space where the domain name for an external API is not resolving, even though the domain is available. Below is the error traceback I’m getting:</p>
<pre><code class="lang-auto">During handling of the above exception, another exception occurred:
Tra... | null | null | 135936 | null | Huggingface Space Not Resolving Domain Name | <p>Hi everyone,</p>
<p>I’m encountering an issue with my Hugging Face Space where the domain name for an external API is not resolving, even though the domain is available. Below is the error traceback I’m getting:</p>
<pre><code class="lang-auto">During handling of the above exception, another exception occurred:
Tra... | https://discuss.huggingface.co/t/135936 | null | 2025-01-15T18:35:36.334000Z | 2025-01-16T19:15:01.104000Z | null | 2026-09-16T07:25:55.515590Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/t/76d3ee/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195807, 195847, 195855, 195857, 196096] | 5 | [] | null | null | null | topic | null | 2026-09-16T09:07:37.776640Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-16T19:15:01.119Z", "can_vote": false, "category_id": 24, "closed": false, "created_at": "2025-01-15T18:35:36.334Z", "fancy_title": "Huggingface Space Not Resolving Domain Name", "featured_link": null, "has_accepted_ans... | null | [] | null |
forum_huggingface_135918 | forum_huggingface | problem_observation | 135918 | topic | https://discuss.huggingface.co/t/135918 | 2025-01-15T16:42:16.731000Z | createdAt | {"id": "135918", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135918", "title": "Oobabooga Video Tutorial", "createdAt": "2025-01-15T16:42:16.731Z", "updatedAt": "2025-01-15T16:42:16.785Z", "fetched_at": "2026-09-16T07:25:55.515626Z", "body": "<p>Hi guys,</p>\n<p>i am AI enthusiast with a dangerous ... | Oobabooga Video Tutorial | <p>Hi guys,</p>
<p>i am AI enthusiast with a dangerous amount of half-knowledge. <img src="https://emoji.discourse-cdn.com/apple/wink.png?v=12" title=":wink:" class="emoji" alt=":wink:" loading="lazy" width="20" height="20"></p>
<p>Even if i do not understand all points of AI tec i start making Video Tutorials about Oo... | null | null | 135918 | null | Oobabooga Video Tutorial | <p>Hi guys,</p>
<p>i am AI enthusiast with a dangerous amount of half-knowledge. <img src="https://emoji.discourse-cdn.com/apple/wink.png?v=12" title=":wink:" class="emoji" alt=":wink:" loading="lazy" width="20" height="20"></p>
<p>Even if i do not understand all points of AI tec i start making Video Tutorials about Oo... | https://discuss.huggingface.co/t/135918 | null | 2025-01-15T16:42:16.731000Z | 2025-01-15T16:42:16.785000Z | null | 2026-09-16T07:25:55.515626Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/average-ai-dude/{size}/38921_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_s... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195787] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:07:37.944273Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-15T16:42:16.785Z", "can_vote": false, "category_id": 65, "closed": false, "created_at": "2025-01-15T16:42:16.731Z", "fancy_title": "Oobabooga Video Tutorial", "featured_link": null, "has_accepted_answer": false, "has_s... | null | [] | null |
forum_huggingface_135909 | forum_huggingface | problem_observation | 135909 | topic | https://discuss.huggingface.co/t/135909 | 2025-01-15T16:41:29.065000Z | createdAt | {"id": "135909", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135909", "title": "Training begins fine, then a few seconds later says \"This Space has been paused by it's owner\" (with video)", "createdAt": "2025-01-15T16:41:29.065Z", "updatedAt": "2025-02-23T18:56:34.839Z", "fetched_at": "2026-09-16... | Training begins fine, then a few seconds later says "This Space has been paused by it's owner" (with video) | <p>Hi all, sorry if this has been covered, I searched and couldn’t find it.</p>
<p>Here is a screen recording of what happens, it’s only a few seconds long:</p> <div class="onebox video-onebox">
<video width="100%" height="100%" controls="">
<source src="https://www.dropbox.com/scl/fi... | null | null | 135909 | null | Training begins fine, then a few seconds later says "This Space has been paused by it's owner" (with video) | <p>Hi all, sorry if this has been covered, I searched and couldn’t find it.</p>
<p>Here is a screen recording of what happens, it’s only a few seconds long:</p> <div class="onebox video-onebox">
<video width="100%" height="100%" controls="">
<source src="https://www.dropbox.com/scl/fi... | https://discuss.huggingface.co/t/135909 | null | 2025-01-15T16:41:29.065000Z | 2025-02-23T18:56:34.839000Z | null | 2026-09-16T07:25:55.515730Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 2, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/jonathanmann/{size}/39117_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195775, 195923, 204803] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:07:38.196330Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-02-23T18:56:34.839Z", "can_vote": false, "category_id": 16, "closed": false, "created_at": "2025-01-15T16:41:29.065Z", "fancy_title": "Training begins fine, then a few seconds later says “This Space has been paused ... | null | [] | null |
forum_huggingface_135897 | forum_huggingface | problem_observation | 135897 | topic | https://discuss.huggingface.co/t/135897 | 2025-01-15T16:40:44.619000Z | createdAt | {"id": "135897", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135897", "title": "Pretrained Model for Fine-Tuning has 100% Trainable Parameters", "createdAt": "2025-01-15T16:40:44.619Z", "updatedAt": "2025-01-17T02:20:10.149Z", "fetched_at": "2026-09-16T07:25:55.515841Z", "body": "<p>I believe I’m c... | Pretrained Model for Fine-Tuning has 100% Trainable Parameters | <p>I believe I’m correctly following HuggingFace’s documentation on fine-tuning pretrained models, but I get a model with 100% trainable parameters. I thought only some layers would be unfrozen and optimized, but it looks like all of them are.</p>
<pre data-code-wrap="python"><code class="lang-python">def print_trainab... | null | null | 135897 | null | Pretrained Model for Fine-Tuning has 100% Trainable Parameters | <p>I believe I’m correctly following HuggingFace’s documentation on fine-tuning pretrained models, but I get a model with 100% trainable parameters. I thought only some layers would be unfrozen and optimized, but it looks like all of them are.</p>
<pre data-code-wrap="python"><code class="lang-python">def print_trainab... | https://discuss.huggingface.co/t/135897 | null | 2025-01-15T16:40:44.619000Z | 2025-01-17T02:20:10.149000Z | null | 2026-09-16T07:25:55.515841Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/b/958977/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195763, 195850, 196157] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:07:38.455017Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-17T02:20:10.170Z", "can_vote": false, "category_id": 9, "closed": false, "created_at": "2025-01-15T16:40:44.619Z", "fancy_title": "Pretrained Model for Fine-Tuning has 100% Trainable Parameters", "featured_link": null,... | null | [] | null |
forum_huggingface_135891 | forum_huggingface | problem_observation | 135891 | topic | https://discuss.huggingface.co/t/135891 | 2025-01-15T16:40:04.539000Z | createdAt | {"id": "135891", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135891", "title": "ORTModelForSpeechSeq2Seq load Openai/whisper-large-v3 failed", "createdAt": "2025-01-15T16:40:04.539Z", "updatedAt": "2025-01-16T02:13:06.431Z", "fetched_at": "2026-09-16T07:25:55.515938Z", "body": "<p>My spec</p>\n<u... | ORTModelForSpeechSeq2Seq load Openai/whisper-large-v3 failed | <p>My spec</p>
<ul>
<li>optimum: 1.23.3</li>
<li>transformers: 4.46.3</li>
<li>python: 3.10.14</li>
<li>onnx: 1.17.0</li>
<li>onnxruntime-gpu: 1.20.1</li>
<li></li>
</ul>
<p>And this is my code:</p>
<pre data-code-wrap="python"><code class="lang-python">class SpeechToTextServicer(speech_to_text_pb2_grpc.SpeechToTextSer... | null | null | 135891 | null | ORTModelForSpeechSeq2Seq load Openai/whisper-large-v3 failed | <p>My spec</p>
<ul>
<li>optimum: 1.23.3</li>
<li>transformers: 4.46.3</li>
<li>python: 3.10.14</li>
<li>onnx: 1.17.0</li>
<li>onnxruntime-gpu: 1.20.1</li>
<li></li>
</ul>
<p>And this is my code:</p>
<pre data-code-wrap="python"><code class="lang-python">class SpeechToTextServicer(speech_to_text_pb2_grpc.SpeechToTextSer... | https://discuss.huggingface.co/t/135891 | null | 2025-01-15T16:40:04.539000Z | 2025-01-16T02:13:06.431000Z | null | 2026-09-16T07:25:55.515938Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/k/9dc877/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195756, 195852] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:07:38.738498Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-16T02:13:06.431Z", "can_vote": false, "category_id": 13, "closed": false, "created_at": "2025-01-15T16:40:04.539Z", "fancy_title": "ORTModelForSpeechSeq2Seq load Openai/whisper-large-v3 failed", "featured_link": null... | null | [] | null |
forum_huggingface_135888 | forum_huggingface | problem_observation | 135888 | topic | https://discuss.huggingface.co/t/135888 | 2025-01-15T16:39:31.235000Z | createdAt | {"id": "135888", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135888", "title": "Issues Fine Tuning RT-DETR", "createdAt": "2025-01-15T16:39:31.235Z", "updatedAt": "2025-01-15T16:53:20.786Z", "fetched_at": "2026-09-16T07:25:55.516030Z", "body": "<p>I’m trying to fine tune RT-DETR on a custom dataset... | Issues Fine Tuning RT-DETR | <p>I’m trying to fine tune RT-DETR on a custom dataset using the example <a href="https://github.com/NielsRogge/Transformers-Tutorials/tree/master/RT-DETR" rel="noopener nofollow ugc">notebook</a>, but I’m getting the following error. <code>'MeanAveragePrecision' object has no attribute '_iou_type'</code> when I scroll... | null | null | 135888 | null | Issues Fine Tuning RT-DETR | <p>I’m trying to fine tune RT-DETR on a custom dataset using the example <a href="https://github.com/NielsRogge/Transformers-Tutorials/tree/master/RT-DETR" rel="noopener nofollow ugc">notebook</a>, but I’m getting the following error. <code>'MeanAveragePrecision' object has no attribute '_iou_type'</code> when I scroll... | https://discuss.huggingface.co/t/135888 | null | 2025-01-15T16:39:31.235000Z | 2025-01-15T16:53:20.786000Z | null | 2026-09-16T07:25:55.516030Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 2, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/e/71e660/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/e/71e660/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195753, 195791] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:07:39.077349Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-15T16:53:20.786Z", "can_vote": false, "category_id": 9, "closed": false, "created_at": "2025-01-15T16:39:31.235Z", "fancy_title": "Issues Fine Tuning RT-DETR", "featured_link": null, "has_accepted_answer": false, "has_... | null | [] | null |
forum_huggingface_135838 | forum_huggingface | problem_observation | 135838 | topic | https://discuss.huggingface.co/t/135838 | 2025-01-15T10:05:42.155000Z | createdAt | {"id": "135838", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135838", "title": "Best llm for creating local pages in Dutch", "createdAt": "2025-01-15T10:05:42.155Z", "updatedAt": "2025-01-15T10:05:42.215Z", "fetched_at": "2026-09-16T07:25:55.516070Z", "body": "<p>Hi, i am new here.<br>\nI have some... | Best llm for creating local pages in Dutch | <p>Hi, i am new here.<br>
I have some questions regarding llm benchmarks for dutch language at scandeval.<br>
I can see the best llm to use is meta-llama/Meta-Llama-3-70B (few-shot, val) for both NLG and NLU. How can i use this for local pages for example service + location page? Also where can i find this llm? This is... | null | null | 135838 | null | Best llm for creating local pages in Dutch | <p>Hi, i am new here.<br>
I have some questions regarding llm benchmarks for dutch language at scandeval.<br>
I can see the best llm to use is meta-llama/Meta-Llama-3-70B (few-shot, val) for both NLG and NLU. How can i use this for local pages for example service + location page? Also where can i find this llm? This is... | https://discuss.huggingface.co/t/135838 | null | 2025-01-15T10:05:42.155000Z | 2025-01-15T10:05:42.215000Z | null | 2026-09-16T07:25:55.516070Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/keywordniches80/{size}/39206_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_s... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195683] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:07:39.194559Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-15T10:22:11.938Z", "can_vote": false, "category_id": 24, "closed": false, "created_at": "2025-01-15T10:05:42.155Z", "fancy_title": "Best llm for creating local pages in Dutch", "featured_link": null, "has_accepted_answ... | null | [] | null |
forum_huggingface_135807 | forum_huggingface | problem_observation | 135807 | topic | https://discuss.huggingface.co/t/135807 | 2025-01-15T08:02:52.432000Z | createdAt | {"id": "135807", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135807", "title": "Unable to Connect to PromptLayer API from Hugging Face Environment", "createdAt": "2025-01-15T08:02:52.432Z", "updatedAt": "2025-01-15T11:12:04.675Z", "fetched_at": "2026-09-16T07:25:55.516122Z", "body": "<h3><a name=\"... | Unable to Connect to PromptLayer API from Hugging Face Environment | <h3><a name="p-195639-issue-description-1" class="anchor" href="#p-195639-issue-description-1" aria-label="Heading link"></a>Issue Description:</h3>
<p>Hello Hugging Face Support Team,</p>
<p>I am experiencing an issue where my application can successfully connect to the PromptLayer API (<code>https://api.promptlayer.c... | null | null | 135807 | null | Unable to Connect to PromptLayer API from Hugging Face Environment | <h3><a name="p-195639-issue-description-1" class="anchor" href="#p-195639-issue-description-1" aria-label="Heading link"></a>Issue Description:</h3>
<p>Hello Hugging Face Support Team,</p>
<p>I am experiencing an issue where my application can successfully connect to the PromptLayer API (<code>https://api.promptlayer.c... | https://discuss.huggingface.co/t/135807 | null | 2025-01-15T08:02:52.432000Z | 2025-01-15T11:12:04.675000Z | null | 2026-09-16T07:25:55.516122Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/s/3da27b/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195639, 195705] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:07:39.599702Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-15T11:12:04.675Z", "can_vote": false, "category_id": 24, "closed": false, "created_at": "2025-01-15T08:02:52.432Z", "fancy_title": "Unable to Connect to PromptLayer API from Hugging Face Environment", "featured_link": ... | null | [] | null |
forum_huggingface_135758 | forum_huggingface | problem_observation | 135758 | topic | https://discuss.huggingface.co/t/135758 | 2025-01-15T02:43:04.482000Z | createdAt | {"id": "135758", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135758", "title": "Hi I've been introduced to Python for a short while", "createdAt": "2025-01-15T02:43:04.482Z", "updatedAt": "2025-01-16T08:52:29.354Z", "fetched_at": "2026-09-16T07:25:55.516163Z", "body": "<p>Hi I’ve been introduced to... | Hi I've been introduced to Python for a short while | <p>Hi I’ve been introduced to Python for a short while, and I don’t know whether it is legal to track some nsfw site like <a href="https://pephop.ai/" rel="noopener nofollow ugc">https://pephop.ai/</a>. I’m using some code to help me deal with that, will that be OK?</p>
<p>The code works like this:<br>
def monitor_site... | null | null | 135758 | null | Hi I've been introduced to Python for a short while | <p>Hi I’ve been introduced to Python for a short while, and I don’t know whether it is legal to track some nsfw site like <a href="https://pephop.ai/" rel="noopener nofollow ugc">https://pephop.ai/</a>. I’m using some code to help me deal with that, will that be OK?</p>
<p>The code works like this:<br>
def monitor_site... | https://discuss.huggingface.co/t/135758 | null | 2025-01-15T02:43:04.482000Z | 2025-01-16T08:52:29.354000Z | null | 2026-09-16T07:25:55.516163Z | null | null | [{"accepted_answer": false, "action_code": "visible.disabled", "actions_summary": [], "admin": true, "avatar_template": "https://us1.discourse-cdn.com/hellohellohello/original/2X/d/de4155eb4aa4108ecb32a1389d7cc37ae69f88b7.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, ... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/sansaanna/{size}/39183_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hid... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195577, 195579, 195761, 195922] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:07:39.729707Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-16T08:52:29.354Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-15T02:43:04.482Z", "fancy_title": "Hi I’ve been introduced to Python for a short while", "featured_link": null, "has... | null | [] | null |
forum_huggingface_135755 | forum_huggingface | problem_observation | 135755 | topic | https://discuss.huggingface.co/t/135755 | 2025-01-15T01:54:23.575000Z | createdAt | {"id": "135755", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135755", "title": "Dealing With Binary Data", "createdAt": "2025-01-15T01:54:23.575Z", "updatedAt": "2025-01-15T01:54:23.630Z", "fetched_at": "2026-09-16T07:25:55.516255Z", "body": "<p>I am working on a project where I have to work with 3... | Dealing With Binary Data | <p>I am working on a project where I have to work with 3D arrays, basically human motion data. The arrays are stored in npy files. The goal is to finetune this data on a LLM and be able to use it for analyzing any human motion. But, I realized that using npy files might not be ideal for fine tuning. My advisor said co... | null | null | 135755 | null | Dealing With Binary Data | <p>I am working on a project where I have to work with 3D arrays, basically human motion data. The arrays are stored in npy files. The goal is to finetune this data on a LLM and be able to use it for analyzing any human motion. But, I realized that using npy files might not be ideal for fine tuning. My advisor said co... | https://discuss.huggingface.co/t/135755 | null | 2025-01-15T01:54:23.575000Z | 2025-01-15T01:54:23.630000Z | null | 2026-09-16T07:25:55.516255Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/j/839c29/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195573] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:07:39.940796Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-15T01:54:23.630Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-15T01:54:23.575Z", "fancy_title": "Dealing With Binary Data", "featured_link": null, "has_accepted_answer": false, "has_su... | null | [] | null |
forum_huggingface_135746 | forum_huggingface | problem_observation | 135746 | topic | https://discuss.huggingface.co/t/135746 | 2025-01-15T00:16:08.735000Z | createdAt | {"id": "135746", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135746", "title": "Request to download / access Llama 3.3 rejected", "createdAt": "2025-01-15T00:16:08.735Z", "updatedAt": "2025-01-19T16:32:39.120Z", "fetched_at": "2026-09-16T07:25:55.516363Z", "body": "<p>I am a developer working at a ... | Request to download / access Llama 3.3 rejected | <p>I am a developer working at a US university. I first went to <a href="http://Llama.com" rel="noopener nofollow ugc">Llama.com</a> to request a download and was rejected. I then came here on HF, entered the request again and got rejected again. I received emails for the rejections from Meta, with the subject “Llama 2... | null | null | 135746 | null | Request to download / access Llama 3.3 rejected | <p>I am a developer working at a US university. I first went to <a href="http://Llama.com" rel="noopener nofollow ugc">Llama.com</a> to request a download and was rejected. I then came here on HF, entered the request again and got rejected again. I received emails for the rejections from Meta, with the subject “Llama 2... | https://discuss.huggingface.co/t/135746 | null | 2025-01-15T00:16:08.735000Z | 2025-01-19T16:32:39.120000Z | null | 2026-09-16T07:25:55.516363Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 3, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/ww9rivers/{size}/39174_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hid... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195562, 195597, 196420, 196433, 196505] | 5 | [] | null | null | null | topic | null | 2026-09-16T09:07:40.221302Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-19T16:32:39.120Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-15T00:16:08.735Z", "fancy_title": "Request to download / access Llama 3.3 rejected", "featured_link": null, "has_accepted_... | null | [] | null |
forum_huggingface_135730 | forum_huggingface | problem_observation | 135730 | topic | https://discuss.huggingface.co/t/135730 | 2025-01-14T21:43:12.768000Z | createdAt | {"id": "135730", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135730", "title": "Which is the optimum model for handling large transcripts with MetaData?", "createdAt": "2025-01-14T21:43:12.768Z", "updatedAt": "2025-01-14T21:43:12.827Z", "fetched_at": "2026-09-16T07:25:55.516392Z", "body": "<p>I am ... | Which is the optimum model for handling large transcripts with MetaData? | <p>I am currently working on a system that helps raw transcripts split into meaningful paragraphs, the current structure of the transcript is a JSON schema with each paragraph as an item of the array and words of the paragraph as array within each paragraph. Each word is an object which contains the start and end time ... | null | null | 135730 | null | Which is the optimum model for handling large transcripts with MetaData? | <p>I am currently working on a system that helps raw transcripts split into meaningful paragraphs, the current structure of the transcript is a JSON schema with each paragraph as an item of the array and words of the paragraph as array within each paragraph. Each word is an object which contains the start and end time ... | https://discuss.huggingface.co/t/135730 | null | 2025-01-14T21:43:12.768000Z | 2025-01-14T21:43:12.827000Z | null | 2026-09-16T07:25:55.516392Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/aeyzaz/{size}/39169_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195545] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:07:40.473063Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-14T21:43:12.827Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-14T21:43:12.768Z", "fancy_title": "Which is the optimum model for handling large transcripts with MetaData?", "featured_li... | null | [] | null |
forum_huggingface_135714 | forum_huggingface | problem_observation | 135714 | topic | https://discuss.huggingface.co/t/135714 | 2025-01-14T20:04:30.290000Z | createdAt | {"id": "135714", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135714", "title": "Python code for Gemma models", "createdAt": "2025-01-14T20:04:30.290Z", "updatedAt": "2025-01-15T04:48:40.652Z", "fetched_at": "2026-09-16T07:25:55.516475Z", "body": "<p>Hi, I would like to work on Gemma’s Python code a... | Python code for Gemma models | <p>Hi, I would like to work on Gemma’s Python code and modify the architecture. Does anyone know where I can find the code? TIA</p> | null | null | 135714 | null | Python code for Gemma models | <p>Hi, I would like to work on Gemma’s Python code and modify the architecture. Does anyone know where I can find the code? TIA</p> | https://discuss.huggingface.co/t/135714 | null | 2025-01-14T20:04:30.290000Z | 2025-01-15T04:48:40.652000Z | null | 2026-09-16T07:25:55.516475Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/m/f04885/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195526, 195600] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:07:40.725481Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-15T06:53:17.532Z", "can_vote": false, "category_id": 9, "closed": false, "created_at": "2025-01-14T20:04:30.290Z", "fancy_title": "Python code for Gemma models", "featured_link": null, "has_accepted_answer": false, "ha... | null | [] | null |
forum_huggingface_135707 | forum_huggingface | problem_observation | 135707 | topic | https://discuss.huggingface.co/t/135707 | 2025-01-14T19:21:00.042000Z | createdAt | {"id": "135707", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135707", "title": "Fine-tuning vs. RAG for Maths tutor in German", "createdAt": "2025-01-14T19:21:00.042Z", "updatedAt": "2025-01-14T19:21:00.108Z", "fetched_at": "2026-09-16T07:25:55.516523Z", "body": "<p>Hiya, bit of a slump and some co... | Fine-tuning vs. RAG for Maths tutor in German | <p>Hiya, bit of a slump and some conflicting information.</p>
<p>We are building a math platform with an LLM-tutor. The tutor should 1) act pedagogically and 2) according to the exercises, i. e. it should rather bring the pupil to find the solution than spoil it outright and should also be able to provide either instru... | null | null | 135707 | null | Fine-tuning vs. RAG for Maths tutor in German | <p>Hiya, bit of a slump and some conflicting information.</p>
<p>We are building a math platform with an LLM-tutor. The tutor should 1) act pedagogically and 2) according to the exercises, i. e. it should rather bring the pupil to find the solution than spoil it outright and should also be able to provide either instru... | https://discuss.huggingface.co/t/135707 | null | 2025-01-14T19:21:00.042000Z | 2025-01-14T19:21:00.108000Z | null | 2026-09-16T07:25:55.516523Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/muzel/{size}/39165_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195519] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:07:40.924315Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-14T19:21:00.108Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-14T19:21:00.042Z", "fancy_title": "Fine-tuning vs. RAG for Maths tutor in German", "featured_link": null, "has_accepted_an... | null | [] | null |
forum_huggingface_135695 | forum_huggingface | problem_observation | 135695 | topic | https://discuss.huggingface.co/t/135695 | 2025-01-14T17:27:40.798000Z | createdAt | {"id": "135695", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135695", "title": "AI safe guards and optimization feedback", "createdAt": "2025-01-14T17:27:40.798Z", "updatedAt": "2026-08-22T12:14:50.414Z", "fetched_at": "2026-09-16T07:25:55.516599Z", "body": "<p>How are people building QA and guard ... | AI safe guards and optimization feedback | <p>How are people building QA and guard rails into automated systems, especially when using AI?</p>
<p>I’m working on a project that allows for an AI supervisor to monitor my automations and notify me of any potential errors or high risk tasks that require human approval/revision. I’ve also built in a system for feedba... | null | null | 135695 | null | AI safe guards and optimization feedback | <p>How are people building QA and guard rails into automated systems, especially when using AI?</p>
<p>I’m working on a project that allows for an AI supervisor to monitor my automations and notify me of any potential errors or high risk tasks that require human approval/revision. I’ve also built in a system for feedba... | https://discuss.huggingface.co/t/135695 | null | 2025-01-14T17:27:40.798000Z | 2026-08-22T12:14:50.414000Z | null | 2026-09-16T07:25:55.516599Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/masters1974/{size}/60835_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_h... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/s/c6cbf5/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195506, 258532, 258577, 259223, 261438, 261441, 261602, 261672, 261854, 261950, 262774] | 11 | [] | null | null | null | topic | null | 2026-09-16T09:07:41.410557Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2026-08-22T12:12:56.697Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-14T17:27:40.798Z", "fancy_title": "AI safe guards and optimization feedback", "featured_link": null, "has_accepted_answer"... | null | [] | null |
forum_huggingface_135678 | forum_huggingface | problem_observation | 135678 | topic | https://discuss.huggingface.co/t/135678 | 2025-01-14T15:47:33.400000Z | createdAt | {"id": "135678", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135678", "title": "Dataset curation extra parameters", "createdAt": "2025-01-14T15:47:33.400Z", "updatedAt": "2025-01-19T12:52:44.763Z", "fetched_at": "2026-09-16T07:25:55.516698Z", "body": "<p>Hello,</p>\n<p>First post, motivated beginne... | Dataset curation extra parameters | <p>Hello,</p>
<p>First post, motivated beginner.<br>
Huggingface is a very handy Website, isn’t it? I love many of its features, especially the database viewer and query tool. I also like the JSON format.<br>
I believe contextualization is a major problem in ML, at least in my line of work, which is translation service... | null | null | 135678 | null | Dataset curation extra parameters | <p>Hello,</p>
<p>First post, motivated beginner.<br>
Huggingface is a very handy Website, isn’t it? I love many of its features, especially the database viewer and query tool. I also like the JSON format.<br>
I believe contextualization is a major problem in ML, at least in my line of work, which is translation service... | https://discuss.huggingface.co/t/135678 | null | 2025-01-14T15:47:33.400000Z | 2025-01-19T12:52:44.763000Z | null | 2026-09-16T07:25:55.516698Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/f/90ced4/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195489, 195862, 196486] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:07:41.486617Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-19T12:52:44.763Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-14T15:47:33.400Z", "fancy_title": "Dataset curation extra parameters", "featured_link": null, "has_accepted_answer": false... | null | [] | null |
forum_huggingface_135662 | forum_huggingface | problem_observation | 135662 | topic | https://discuss.huggingface.co/t/135662 | 2025-01-14T13:53:13.271000Z | createdAt | {"id": "135662", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135662", "title": "BEST RAG LLM for interraction with emails and files", "createdAt": "2025-01-14T13:53:13.271Z", "updatedAt": "2025-02-17T15:39:28.448Z", "fetched_at": "2026-09-16T07:25:55.516824Z", "body": "<p>Hello,</p>\n<p>I am a begi... | BEST RAG LLM for interraction with emails and files | <p>Hello,</p>
<p>I am a beginner, and I currently use an Outlook email account. I am looking for the best strategy to interact with my emails (especially confidential ones, which is why I prefer using a private or local LLM). Additionally, I want to have a daily schedule with summaries and email responses to specific q... | null | null | 135662 | null | BEST RAG LLM for interraction with emails and files | <p>Hello,</p>
<p>I am a beginner, and I currently use an Outlook email account. I am looking for the best strategy to interact with my emails (especially confidential ones, which is why I prefer using a private or local LLM). Additionally, I want to have a daily schedule with summaries and email responses to specific q... | https://discuss.huggingface.co/t/135662 | null | 2025-01-14T13:53:13.271000Z | 2025-02-17T15:39:28.448000Z | null | 2026-09-16T07:25:55.516824Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 2, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/alanturner2/{size}/37542_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_h... | [{"accepted_answer": false, "actions_summary": [{"count": 2, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/o/919ad9/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195468, 195476, 195481, 195482, 195675, 195706, 201380] | 7 | [] | null | null | null | topic | null | 2026-09-16T09:07:41.750647Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-02-10T08:43:05.289Z", "can_vote": false, "category_id": 13, "closed": false, "created_at": "2025-01-14T13:53:13.271Z", "fancy_title": "BEST RAG LLM for interraction with emails and files", "featured_link": null, "has_acce... | null | [] | null |
forum_huggingface_135649 | forum_huggingface | problem_observation | 135649 | topic | https://discuss.huggingface.co/t/135649 | 2025-01-14T11:33:40.731000Z | createdAt | {"id": "135649", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135649", "title": "How to iterate over values of a column in the IterableDataset?", "createdAt": "2025-01-14T11:33:40.731Z", "updatedAt": "2025-05-20T11:13:15.186Z", "fetched_at": "2026-09-16T07:25:55.516953Z", "body": "<p>Suppose we have... | How to iterate over values of a column in the IterableDataset? | <p>Suppose we have a simple iterable dataset from the <a href="https://huggingface.co/docs/datasets/package_reference/main_classes#datasets.IterableDataset.from_generator">documentation</a>:</p>
<pre><code class="lang-auto">def gen():
yield {"text": "Good", "label": 0}
yield {"text": "Bad", "label": 1}
ds = It... | null | null | 135649 | null | How to iterate over values of a column in the IterableDataset? | <p>Suppose we have a simple iterable dataset from the <a href="https://huggingface.co/docs/datasets/package_reference/main_classes#datasets.IterableDataset.from_generator">documentation</a>:</p>
<pre><code class="lang-auto">def gen():
yield {"text": "Good", "label": 0}
yield {"text": "Bad", "label": 1}
ds = It... | https://discuss.huggingface.co/t/135649 | null | 2025-01-14T11:33:40.731000Z | 2025-05-20T11:13:15.186000Z | null | 2026-09-16T07:25:55.516953Z | null | null | [{"accepted_answer": true, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/alanturner2/{size}/37542_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hi... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/innovator2k/{size}/38148_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_h... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195452, 195465, 195471, 195574, 198129, 223121] | 5 | [] | null | null | null | topic | null | 2026-09-16T09:07:41.986672Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-05-20T11:13:15.186Z", "can_vote": false, "category_id": 10, "closed": true, "created_at": "2025-01-14T11:33:40.731Z", "fancy_title": "How to iterate over values of a column in the IterableDataset?", "featured_link": null,... | null | [] | null |
forum_huggingface_135634 | forum_huggingface | problem_observation | 135634 | topic | https://discuss.huggingface.co/t/135634 | 2025-01-14T10:16:01.917000Z | createdAt | {"id": "135634", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135634", "title": "Initializing a big model on GPU with random weights", "createdAt": "2025-01-14T10:16:01.917Z", "updatedAt": "2025-01-14T10:57:28.240Z", "fetched_at": "2026-09-16T07:25:55.516998Z", "body": "<p>Hi all <img src=\"https://... | Initializing a big model on GPU with random weights | <p>Hi all <img src="https://emoji.discourse-cdn.com/apple/hugs.png?v=12" title=":hugs:" class="emoji" alt=":hugs:" loading="lazy" width="20" height="20"></p>
<p>to test and debug our PEFT script for very large models (405B), we want to circumvent downloading the whole model on every rerun, in order to reduce experiment... | null | null | 135634 | null | Initializing a big model on GPU with random weights | <p>Hi all <img src="https://emoji.discourse-cdn.com/apple/hugs.png?v=12" title=":hugs:" class="emoji" alt=":hugs:" loading="lazy" width="20" height="20"></p>
<p>to test and debug our PEFT script for very large models (405B), we want to circumvent downloading the whole model on every rerun, in order to reduce experiment... | https://discuss.huggingface.co/t/135634 | null | 2025-01-14T10:16:01.917000Z | 2025-01-14T10:57:28.240000Z | null | 2026-09-16T07:25:55.516998Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/j/df788c/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195434, 195437, 195446] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:07:42.244104Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-14T10:57:28.240Z", "can_vote": false, "category_id": 9, "closed": false, "created_at": "2025-01-14T10:16:01.917Z", "fancy_title": "Initializing a big model on GPU with random weights", "featured_link": null, "has_accep... | null | [] | null |
forum_huggingface_135612 | forum_huggingface | problem_observation | 135612 | topic | https://discuss.huggingface.co/t/135612 | 2025-01-14T07:31:23.064000Z | createdAt | {"id": "135612", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135612", "title": "Unable to free up storage", "createdAt": "2025-01-14T07:31:23.064Z", "updatedAt": "2025-01-24T13:58:27.308Z", "fetched_at": "2026-09-16T07:25:55.517052Z", "body": "<p>With the upcoming changes to private storage billing... | Unable to free up storage | <p>With the upcoming changes to private storage billing, I’m going through and trying to free up space from older no-longer-needed revisions of my datasets.</p>
<p>The docs recommend using super squash to free up the LFS objects.</p>
<p>But super squash does not have an effect on the storage reported in the settings fo... | null | null | 135612 | null | Unable to free up storage | <p>With the upcoming changes to private storage billing, I’m going through and trying to free up space from older no-longer-needed revisions of my datasets.</p>
<p>The docs recommend using super squash to free up the LFS objects.</p>
<p>But super squash does not have an effect on the storage reported in the settings fo... | https://discuss.huggingface.co/t/135612 | null | 2025-01-14T07:31:23.064000Z | 2025-01-24T13:58:27.308000Z | null | 2026-09-16T07:25:55.517052Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 2, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/zachoverflow/{size}/29237_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195406, 195423, 197589, 197593] | 4 | [] | null | null | null | topic | null | 2026-09-16T09:07:42.482253Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-24T13:58:27.308Z", "can_vote": false, "category_id": 10, "closed": false, "created_at": "2025-01-14T07:31:23.064Z", "fancy_title": "Unable to free up storage", "featured_link": null, "has_accepted_answer": false, "has_... | null | [] | null |
forum_huggingface_135609 | forum_huggingface | problem_observation | 135609 | topic | https://discuss.huggingface.co/t/135609 | 2025-01-14T07:10:24.216000Z | createdAt | {"id": "135609", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135609", "title": "What is `self.loss_function` in `forward()` of newly released LLM?", "createdAt": "2025-01-14T07:10:24.216Z", "updatedAt": "2025-01-14T07:10:33.504Z", "fetched_at": "2026-09-16T07:25:55.517153Z", "body": "<p>I recently ... | What is `self.loss_function` in `forward()` of newly released LLM? | <p>I recently found that <code>forward()</code> of newly released LLM (such as Llama) replaced <code>CrossEntropyLoss</code> with a <code>self.loss_function</code> to calculate the next token prediction loss. However, the <code>forward()</code> of old language model such as GPT2 remains unchanged.</p>
<p>I wonder what ... | null | null | 135609 | null | What is `self.loss_function` in `forward()` of newly released LLM? | <p>I recently found that <code>forward()</code> of newly released LLM (such as Llama) replaced <code>CrossEntropyLoss</code> with a <code>self.loss_function</code> to calculate the next token prediction loss. However, the <code>forward()</code> of old language model such as GPT2 remains unchanged.</p>
<p>I wonder what ... | https://discuss.huggingface.co/t/135609 | null | 2025-01-14T07:10:24.216000Z | 2025-01-14T07:10:33.504000Z | null | 2026-09-16T07:25:55.517153Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/b/ba8739/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195403] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:07:42.666100Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-14T07:10:24.278Z", "can_vote": false, "category_id": 9, "closed": false, "created_at": "2025-01-14T07:10:24.216Z", "fancy_title": "What is `self.loss_function` in `forward()` of newly released LLM?", "featured_link": n... | null | [] | null |
forum_huggingface_135595 | forum_huggingface | problem_observation | 135595 | topic | https://discuss.huggingface.co/t/135595 | 2025-01-14T04:35:34.940000Z | createdAt | {"id": "135595", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135595", "title": "Darshan Hiranandani : How to Identify Admin for Model Access in Hugging Face Organization?", "createdAt": "2025-01-14T04:35:34.940Z", "updatedAt": "2025-01-14T08:14:23.490Z", "fetched_at": "2026-09-16T07:25:55.517222Z",... | Darshan Hiranandani : How to Identify Admin for Model Access in Hugging Face Organization? | <p>Hello everyone,</p>
<p>I’m <strong>Darshan Hiranandani</strong>, currently part of a Hugging Face organization and trying to access the Meta-Llama-3.1-8B-Instruct model, but I’ve run into a gated access issue.</p>
<p>The problem is, I’m not sure who the admin of our organization is, and I want to check if I have the... | null | null | 135595 | null | Darshan Hiranandani : How to Identify Admin for Model Access in Hugging Face Organization? | <p>Hello everyone,</p>
<p>I’m <strong>Darshan Hiranandani</strong>, currently part of a Hugging Face organization and trying to access the Meta-Llama-3.1-8B-Instruct model, but I’ve run into a gated access issue.</p>
<p>The problem is, I’m not sure who the admin of our organization is, and I want to check if I have the... | https://discuss.huggingface.co/t/135595 | null | 2025-01-14T04:35:34.940000Z | 2025-01-14T08:14:23.490000Z | null | 2026-09-16T07:25:55.517222Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/darshanhiranandani23/{size}/27888_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195378, 195383, 195412] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:07:42.962887Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-14T08:14:23.490Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-14T04:35:34.940Z", "fancy_title": "Darshan Hiranandani : How to Identify Admin for Model Access in Hugging Face Organizati... | null | [] | null |
forum_huggingface_135594 | forum_huggingface | problem_observation | 135594 | topic | https://discuss.huggingface.co/t/135594 | 2025-01-14T04:22:34.784000Z | createdAt | {"id": "135594", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135594", "title": "Dataset preparation for LayoutLM and LiLT", "createdAt": "2025-01-14T04:22:34.784Z", "updatedAt": "2025-04-27T23:01:20.413Z", "fetched_at": "2026-09-16T07:25:55.517339Z", "body": "<p>I am working on an OCR project to pe... | Dataset preparation for LayoutLM and LiLT | <p>I am working on an OCR project to perform document understanding on a specific type of document with a fixed layout (e.g., mandate forms). The layout has minor variations across images. My goal is to accurately extract <strong>key-value pairs</strong> and output them in JSON format.</p>
<p>Now for dataset preparatio... | null | null | 135594 | null | Dataset preparation for LayoutLM and LiLT | <p>I am working on an OCR project to perform document understanding on a specific type of document with a fixed layout (e.g., mandate forms). The layout has minor variations across images. My goal is to accurately extract <strong>key-value pairs</strong> and output them in JSON format.</p>
<p>Now for dataset preparatio... | https://discuss.huggingface.co/t/135594 | null | 2025-01-14T04:22:34.784000Z | 2025-04-27T23:01:20.413000Z | null | 2026-09-16T07:25:55.517339Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/f/c2a13f/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/r/a587f6/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195376, 218541] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:07:43.266678Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-04-27T23:01:20.413Z", "can_vote": false, "category_id": 7, "closed": false, "created_at": "2025-01-14T04:22:34.784Z", "fancy_title": "Dataset preparation for LayoutLM and LiLT", "featured_link": null, "has_accepted_answer... | null | [] | null |
forum_huggingface_135554 | forum_huggingface | problem_observation | 135554 | topic | https://discuss.huggingface.co/t/135554 | 2025-01-13T20:44:45.949000Z | createdAt | {"id": "135554", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135554", "title": "Outdated Speechbox in HF Course Chapter 7", "createdAt": "2025-01-13T20:44:45.949Z", "updatedAt": "2025-01-14T04:23:29.296Z", "fetched_at": "2026-09-16T07:25:55.517436Z", "body": "<p>Hello!<br>\nHugging Face’s Audio Cou... | Outdated Speechbox in HF Course Chapter 7 | <p>Hello!<br>
Hugging Face’s Audio Course Chapter 7 (<a href="https://huggingface.co/learn/audio-course/en/chapter7/transcribe-meeting#speechbox" class="inline-onebox">Transcribe a meeting - Hugging Face Audio Course</a>) uses speechbox (<a href="https://github.com/huggingface/speechbox" class="inline-onebox" rel="noop... | null | null | 135554 | null | Outdated Speechbox in HF Course Chapter 7 | <p>Hello!<br>
Hugging Face’s Audio Course Chapter 7 (<a href="https://huggingface.co/learn/audio-course/en/chapter7/transcribe-meeting#speechbox" class="inline-onebox">Transcribe a meeting - Hugging Face Audio Course</a>) uses speechbox (<a href="https://github.com/huggingface/speechbox" class="inline-onebox" rel="noop... | https://discuss.huggingface.co/t/135554 | null | 2025-01-13T20:44:45.949000Z | 2025-01-14T04:23:29.296000Z | null | 2026-09-16T07:25:55.517436Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/d/0ea827/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195326, 195377] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:07:43.451441Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-14T04:23:29.296Z", "can_vote": false, "category_id": 20, "closed": false, "created_at": "2025-01-13T20:44:45.949Z", "fancy_title": "Outdated Speechbox in HF Course Chapter 7", "featured_link": null, "has_accepted_answe... | null | [] | null |
forum_huggingface_135553 | forum_huggingface | problem_observation | 135553 | topic | https://discuss.huggingface.co/t/135553 | 2025-01-13T20:41:00.709000Z | createdAt | {"id": "135553", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135553", "title": "Perhaps your features (`output` in this case) have excessive nesting (inputs type `list` where type `int` is expected)", "createdAt": "2025-01-13T20:41:00.709Z", "updatedAt": "2025-01-20T00:21:01.803Z", "fetched_at": "2... | Perhaps your features (`output` in this case) have excessive nesting (inputs type `list` where type `int` is expected) | <p>I am also getting similar issue here.</p>
<pre><code class="lang-auto">ValueError: Unable to create tensor, you should probably activate truncation and/or padding with
'padding=True' 'truncation=True' to have batched tensors with the same length. Perhaps your features
(`output` in this case) have excessive nesting ... | null | null | 135553 | null | Perhaps your features (`output` in this case) have excessive nesting (inputs type `list` where type `int` is expected) | <p>I am also getting similar issue here.</p>
<pre><code class="lang-auto">ValueError: Unable to create tensor, you should probably activate truncation and/or padding with
'padding=True' 'truncation=True' to have batched tensors with the same length. Perhaps your features
(`output` in this case) have excessive nesting ... | https://discuss.huggingface.co/t/135553 | null | 2025-01-13T20:41:00.709000Z | 2025-01-20T00:21:01.803000Z | null | 2026-09-16T07:25:55.517493Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 2, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/alanturner2/{size}/37542_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_h... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/k/b9bd4f/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195325, 195343, 195379, 195381, 195382, 195388, 196448, 196453, 196457, 196460, 196462, 196463, 196464, 196465, 196466, 196467, 196469, 196470, 196472, 196573] | 20 | [] | null | null | null | topic | null | 2026-09-16T09:07:43.996159Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-20T00:21:01.803Z", "can_vote": false, "category_id": 9, "closed": false, "created_at": "2025-01-13T20:41:00.709Z", "fancy_title": "Perhaps your features (`output` in this case) have excessive nesting (inputs type `list... | null | [] | null |
forum_huggingface_135532 | forum_huggingface | problem_observation | 135532 | topic | https://discuss.huggingface.co/t/135532 | 2025-01-13T17:42:34.265000Z | createdAt | {"id": "135532", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135532", "title": "LinearBoost: Faster than XGBoost and LightGBM, outperforming them on F1 Score on seven famous benchmark datasets", "createdAt": "2025-01-13T17:42:34.265Z", "updatedAt": "2025-01-15T16:41:36.598Z", "fetched_at": "2026-09... | LinearBoost: Faster than XGBoost and LightGBM, outperforming them on F1 Score on seven famous benchmark datasets | <p>The latest version of LinearBoost classifier is released!</p>
<aside class="onebox githubrepo" data-onebox-src="https://github.com/LinearBoost/linearboost-classifier">
<header class="source">
<a href="https://github.com/LinearBoost/linearboost-classifier" target="_blank" rel="noopener nofollow ugc">github.c... | null | null | 135532 | null | LinearBoost: Faster than XGBoost and LightGBM, outperforming them on F1 Score on seven famous benchmark datasets | <p>The latest version of LinearBoost classifier is released!</p>
<aside class="onebox githubrepo" data-onebox-src="https://github.com/LinearBoost/linearboost-classifier">
<header class="source">
<a href="https://github.com/LinearBoost/linearboost-classifier" target="_blank" rel="noopener nofollow ugc">github.c... | https://discuss.huggingface.co/t/135532 | null | 2025-01-13T17:42:34.265000Z | 2025-01-15T16:41:36.598000Z | null | 2026-09-16T07:25:55.517535Z | null | null | [{"accepted_answer": false, "action_code": "visible.disabled", "actions_summary": [], "admin": true, "avatar_template": "https://us1.discourse-cdn.com/hellohellohello/original/2X/d/de4155eb4aa4108ecb32a1389d7cc37ae69f88b7.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, ... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/h/d9b06d/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195299, 195301, 195776] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:07:43.968174Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-13T17:42:34.324Z", "can_vote": false, "category_id": 7, "closed": false, "created_at": "2025-01-13T17:42:34.265Z", "fancy_title": "LinearBoost: Faster than XGBoost and LightGBM, outperforming them on F1 Score on seven ... | null | [] | null |
forum_huggingface_135521 | forum_huggingface | problem_observation | 135521 | topic | https://discuss.huggingface.co/t/135521 | 2025-01-13T16:11:13.426000Z | createdAt | {"id": "135521", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135521", "title": "Change the classifcation threshold", "createdAt": "2025-01-13T16:11:13.426Z", "updatedAt": "2025-01-15T13:28:02.292Z", "fetched_at": "2026-09-16T07:25:55.517643Z", "body": "<p>Hello everyone,<br>\nI have a binary text c... | Change the classifcation threshold | <p>Hello everyone,<br>
I have a binary text classification task, that I solve with the help of bert-base-multilingual-uncased and the HF BertForSequenceClassification. As I have very unbalanced cost for false positives and false negatives, I was wondering if it is possible to change the classification threshold.<br>
In... | null | null | 135521 | null | Change the classifcation threshold | <p>Hello everyone,<br>
I have a binary text classification task, that I solve with the help of bert-base-multilingual-uncased and the HF BertForSequenceClassification. As I have very unbalanced cost for false positives and false negatives, I was wondering if it is possible to change the classification threshold.<br>
In... | https://discuss.huggingface.co/t/135521 | null | 2025-01-13T16:11:13.426000Z | 2025-01-15T13:28:02.292000Z | null | 2026-09-16T07:25:55.517643Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/alanturner2/{size}/37542_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_h... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/f/a587f6/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195285, 195344, 195725] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:07:44.205898Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-15T13:28:02.292Z", "can_vote": false, "category_id": 9, "closed": false, "created_at": "2025-01-13T16:11:13.426Z", "fancy_title": "Change the classifcation threshold", "featured_link": null, "has_accepted_answer": fals... | null | [] | null |
forum_huggingface_135514 | forum_huggingface | problem_observation | 135514 | topic | https://discuss.huggingface.co/t/135514 | 2025-01-13T14:59:00.663000Z | createdAt | {"id": "135514", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135514", "title": "Dataset preview rendering with NULL", "createdAt": "2025-01-13T14:59:00.663Z", "updatedAt": "2025-01-13T14:59:00.734Z", "fetched_at": "2026-09-16T07:25:55.517736Z", "body": "<p>Hi! I’m new to Huggingface and am encoun... | Dataset preview rendering with NULL | <p>Hi! I’m new to Huggingface and am encountering a problem for generating audio dataset preview.</p>
<p>I doesn’t know why the audio datasets preview contains many NULL values in the messages, and doesn’t show the audio file preview. I have read the docs and also read some posts, but it seems like I cannot find any ... | null | null | 135514 | null | Dataset preview rendering with NULL | <p>Hi! I’m new to Huggingface and am encountering a problem for generating audio dataset preview.</p>
<p>I doesn’t know why the audio datasets preview contains many NULL values in the messages, and doesn’t show the audio file preview. I have read the docs and also read some posts, but it seems like I cannot find any ... | https://discuss.huggingface.co/t/135514 | null | 2025-01-13T14:59:00.663000Z | 2025-01-13T14:59:00.734000Z | null | 2026-09-16T07:25:55.517736Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 2, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/w/b19c9b/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195278] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:07:44.455650Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-13T14:59:00.734Z", "can_vote": false, "category_id": 10, "closed": false, "created_at": "2025-01-13T14:59:00.663Z", "fancy_title": "Dataset preview rendering with NULL", "featured_link": null, "has_accepted_answer": fa... | null | [] | null |
forum_huggingface_135502 | forum_huggingface | problem_observation | 135502 | topic | https://discuss.huggingface.co/t/135502 | 2025-01-13T12:48:01.335000Z | createdAt | {"id": "135502", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135502", "title": "How to enter longer prompt words", "createdAt": "2025-01-13T12:48:01.335Z", "updatedAt": "2025-01-19T02:27:31.408Z", "fetched_at": "2026-09-16T07:25:55.517785Z", "body": "<p>i want used sd model, but the prompt limit to... | How to enter longer prompt words | <p>i want used sd model, but the prompt limit to 77 tokens? how can i enter longer prompt</p> | null | null | 135502 | null | How to enter longer prompt words | <p>i want used sd model, but the prompt limit to 77 tokens? how can i enter longer prompt</p> | https://discuss.huggingface.co/t/135502 | null | 2025-01-13T12:48:01.335000Z | 2025-01-19T02:27:31.408000Z | null | 2026-09-16T07:25:55.517785Z | null | null | [{"accepted_answer": true, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidde... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/kun1017/{size}/33149_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidde... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195264, 195269, 196426, 197176] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:07:44.743375Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-19T02:27:31.408Z", "can_vote": false, "category_id": 63, "closed": true, "created_at": "2025-01-13T12:48:01.335Z", "fancy_title": "How to enter longer prompt words", "featured_link": null, "has_accepted_answer": true, ... | null | [] | null |
forum_huggingface_135501 | forum_huggingface | problem_observation | 135501 | topic | https://discuss.huggingface.co/t/135501 | 2025-01-13T12:45:48.646000Z | createdAt | {"id": "135501", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135501", "title": "Combining pyannote with whisper to get a given speaker's text in Hebrew", "createdAt": "2025-01-13T12:45:48.646Z", "updatedAt": "2025-01-14T00:07:54.328Z", "fetched_at": "2026-09-16T07:26:00.475121Z", "body": "<p>Hi, I ... | Combining pyannote with whisper to get a given speaker's text in Hebrew | <p>Hi, I want to transcribe an audio dialouge of two speakers in Hebrew and assign speaker labels to the text segments . I’m trying to combine pyannote speaker diarization with whisper. Does anyone can share an example of this task (with models that support Hebrew)?</p> | null | null | 135501 | null | Combining pyannote with whisper to get a given speaker's text in Hebrew | <p>Hi, I want to transcribe an audio dialouge of two speakers in Hebrew and assign speaker labels to the text segments . I’m trying to combine pyannote speaker diarization with whisper. Does anyone can share an example of this task (with models that support Hebrew)?</p> | https://discuss.huggingface.co/t/135501 | null | 2025-01-13T12:45:48.646000Z | 2025-01-14T00:07:54.328000Z | null | 2026-09-16T07:26:00.475121Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/alanturner2/{size}/37542_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_h... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/syally/{size}/38152_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195263, 195345] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:07:44.976192Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-14T00:07:54.328Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-13T12:45:48.646Z", "fancy_title": "Combining pyannote with whisper to get a given speaker’s text in Hebrew", "featur... | null | [] | null |
forum_huggingface_135495 | forum_huggingface | problem_observation | 135495 | topic | https://discuss.huggingface.co/t/135495 | 2025-01-13T11:20:39.849000Z | createdAt | {"id": "135495", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135495", "title": "Understanding Encoder-Decoder Transformer Architecture in Image Captioning", "createdAt": "2025-01-13T11:20:39.849Z", "updatedAt": "2025-01-13T11:20:39.902Z", "fetched_at": "2026-09-16T07:26:00.475617Z", "body": "<p>Hel... | Understanding Encoder-Decoder Transformer Architecture in Image Captioning | <p>Hello all,</p>
<p>I am a beginner in using transformer architecture and am trying to implement image captioning model. For this, I am using Encoder-Decoder architecture using transformer architecture. I am using 6 heads in both encoder and decoder blocks. I have a doubt in this regard.</p>
<p>Please tell whether my ... | null | null | 135495 | null | Understanding Encoder-Decoder Transformer Architecture in Image Captioning | <p>Hello all,</p>
<p>I am a beginner in using transformer architecture and am trying to implement image captioning model. For this, I am using Encoder-Decoder architecture using transformer architecture. I am using 6 heads in both encoder and decoder blocks. I have a doubt in this regard.</p>
<p>Please tell whether my ... | https://discuss.huggingface.co/t/135495 | null | 2025-01-13T11:20:39.849000Z | 2025-01-13T11:20:39.902000Z | null | 2026-09-16T07:26:00.475617Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/sriramgs/{size}/32848_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195253] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:07:45.240286Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-13T11:20:39.902Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-13T11:20:39.849Z", "fancy_title": "Understanding Encoder-Decoder Transformer Architecture in Image Captioning", "featured_... | null | [] | null |
forum_huggingface_135487 | forum_huggingface | problem_observation | 135487 | topic | https://discuss.huggingface.co/t/135487 | 2025-01-13T11:03:00.929000Z | createdAt | {"id": "135487", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135487", "title": "Portable, lightweight hugging face model inference locally", "createdAt": "2025-01-13T11:03:00.929Z", "updatedAt": "2025-01-13T13:51:31.423Z", "fetched_at": "2026-09-16T07:26:00.475678Z", "body": "<p>Hi there, I am rese... | Portable, lightweight hugging face model inference locally | <p>Hi there, I am researching ways to have a hugging face model that I trained run locally without having to manually install any dependencies such as Python and its 4 GB libraries including CUDA/Transformers/Torch/etc.</p>
<p>One option is the obvious pyinstaller that creates a completely portable executable file with... | null | null | 135487 | null | Portable, lightweight hugging face model inference locally | <p>Hi there, I am researching ways to have a hugging face model that I trained run locally without having to manually install any dependencies such as Python and its 4 GB libraries including CUDA/Transformers/Torch/etc.</p>
<p>One option is the obvious pyinstaller that creates a completely portable executable file with... | https://discuss.huggingface.co/t/135487 | null | 2025-01-13T11:03:00.929000Z | 2025-01-13T13:51:31.423000Z | null | 2026-09-16T07:26:00.475678Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/gandg/{size}/38814_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195242, 195257, 195260, 195270] | 4 | [] | null | null | null | topic | null | 2026-09-16T09:07:45.440387Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-13T13:51:31.423Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-13T11:03:00.929Z", "fancy_title": "Portable, lightweight hugging face model inference locally", "featured_link": null, "ha... | null | [] | null |
forum_huggingface_135483 | forum_huggingface | problem_observation | 135483 | topic | https://discuss.huggingface.co/t/135483 | 2025-01-13T10:24:13.547000Z | createdAt | {"id": "135483", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135483", "title": "Improving Key-Value Pair Extraction with LayoutLM and LiLT on Custom OCR Dataset", "createdAt": "2025-01-13T10:24:13.547Z", "updatedAt": "2025-02-21T21:00:24.502Z", "fetched_at": "2026-09-16T07:26:00.475730Z", "body": "... | Improving Key-Value Pair Extraction with LayoutLM and LiLT on Custom OCR Dataset | <p>I am working on an OCR project to perform document understanding on a specific type of document with a fixed layout (e.g., mandate forms). The layout has minor variations across images. My goal is to accurately extract <strong>key-value pairs</strong> and output them in JSON format.</p>
<h3><a name="p-195237-what-i-... | null | null | 135483 | null | Improving Key-Value Pair Extraction with LayoutLM and LiLT on Custom OCR Dataset | <p>I am working on an OCR project to perform document understanding on a specific type of document with a fixed layout (e.g., mandate forms). The layout has minor variations across images. My goal is to accurately extract <strong>key-value pairs</strong> and output them in JSON format.</p>
<h3><a name="p-195237-what-i-... | https://discuss.huggingface.co/t/135483 | null | 2025-01-13T10:24:13.547000Z | 2025-02-21T21:00:24.502000Z | null | 2026-09-16T07:26:00.475730Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/riccardodemaria/{size}/39915_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_s... | [{"accepted_answer": false, "actions_summary": [{"count": 2, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/r/a587f6/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195237, 200569, 204476] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:07:45.709696Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-02-21T21:00:24.502Z", "can_vote": false, "category_id": 7, "closed": false, "created_at": "2025-01-13T10:24:13.547Z", "fancy_title": "Improving Key-Value Pair Extraction with LayoutLM and LiLT on Custom OCR Dataset", "fea... | null | [] | null |
forum_huggingface_135479 | forum_huggingface | problem_observation | 135479 | topic | https://discuss.huggingface.co/t/135479 | 2025-01-13T10:16:17.234000Z | createdAt | {"id": "135479", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135479", "title": "AI Music Generator from Saif's AI Creates Custom Music", "createdAt": "2025-01-13T10:16:17.234Z", "updatedAt": "2025-04-07T11:31:52.430Z", "fetched_at": "2026-09-16T07:26:00.476224Z", "body": "<p><a href=\"https://saifs... | AI Music Generator from Saif's AI Creates Custom Music | <p><a href="https://saifs.ai/ai-music-generator-saifs-ai" rel="noopener nofollow ugc">AI music generation</a> uses advanced machine learning models trained on vast music datasets to analyze patterns in melodies, rhythms, and styles. Users provide input, such as genre, mood, instruments, or tempo, which guides the AI to... | null | null | 135479 | null | AI Music Generator from Saif's AI Creates Custom Music | <p><a href="https://saifs.ai/ai-music-generator-saifs-ai" rel="noopener nofollow ugc">AI music generation</a> uses advanced machine learning models trained on vast music datasets to analyze patterns in melodies, rhythms, and styles. Users provide input, such as genre, mood, instruments, or tempo, which guides the AI to... | https://discuss.huggingface.co/t/135479 | null | 2025-01-13T10:16:17.234000Z | 2025-04-07T11:31:52.430000Z | null | 2026-09-16T07:26:00.476224Z | null | null | [{"accepted_answer": false, "action_code": "visible.disabled", "actions_summary": [], "admin": true, "avatar_template": "https://us1.discourse-cdn.com/hellohellohello/original/2X/d/de4155eb4aa4108ecb32a1389d7cc37ae69f88b7.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, ... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/chetansaifsai/{size}/39086_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195232, 195234, 195779, 213460] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:07:46.003993Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-04-04T21:09:24.963Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-13T10:16:17.234Z", "fancy_title": "AI Music Generator from Saif’s AI Creates Custom Music", "featured_link": null, "... | null | [] | null |
forum_huggingface_135456 | forum_huggingface | problem_observation | 135456 | topic | https://discuss.huggingface.co/t/135456 | 2025-01-13T07:20:31.908000Z | createdAt | {"id": "135456", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135456", "title": "Darshan Hiranandani : Implementing Website Search Functionality for Custom Chatbots Using RAG", "createdAt": "2025-01-13T07:20:31.908Z", "updatedAt": "2025-01-14T08:48:42.078Z", "fetched_at": "2026-09-16T07:26:00.476330... | Darshan Hiranandani : Implementing Website Search Functionality for Custom Chatbots Using RAG | <p>Hi everyone,</p>
<p>I’m <strong>Darshan Hiranandani</strong>, new to Hugging Face and have been exploring its capabilities. I’m really excited about the possibilities here!</p>
<p>I’m wondering if it’s possible to replicate the “domain search” feature, similar to what’s available in HuggingChat, for my own custom ch... | null | null | 135456 | null | Darshan Hiranandani : Implementing Website Search Functionality for Custom Chatbots Using RAG | <p>Hi everyone,</p>
<p>I’m <strong>Darshan Hiranandani</strong>, new to Hugging Face and have been exploring its capabilities. I’m really excited about the possibilities here!</p>
<p>I’m wondering if it’s possible to replicate the “domain search” feature, similar to what’s available in HuggingChat, for my own custom ch... | https://discuss.huggingface.co/t/135456 | null | 2025-01-13T07:20:31.908000Z | 2025-01-14T08:48:42.078000Z | null | 2026-09-16T07:26:00.476330Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/darshanhiranandani23/{size}/27888_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195186, 195218, 195420] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:07:46.217039Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-14T08:48:42.078Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-13T07:20:31.908Z", "fancy_title": "Darshan Hiranandani : Implementing Website Search Functionality for Custom Chatbots Usi... | null | [] | null |
forum_huggingface_135453 | forum_huggingface | problem_observation | 135453 | topic | https://discuss.huggingface.co/t/135453 | 2025-01-13T07:10:27.347000Z | createdAt | {"id": "135453", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135453", "title": "How to ban or report spam account on hf?", "createdAt": "2025-01-13T07:10:27.347Z", "updatedAt": "2025-01-13T09:15:01.943Z", "fetched_at": "2026-09-16T07:26:00.476373Z", "body": "<p>i found several spam accounts and <em... | How to ban or report spam account on hf? | <p>i found several spam accounts and <em>it</em> does not publish any activity so it seems that i can’t block it. how can i report or at least hide it from search results?</p> | null | null | 135453 | null | How to ban or report spam account on hf? | <p>i found several spam accounts and <em>it</em> does not publish any activity so it seems that i can’t block it. how can i report or at least hide it from search results?</p> | https://discuss.huggingface.co/t/135453 | null | 2025-01-13T07:10:27.347000Z | 2025-01-13T09:15:01.943000Z | null | 2026-09-16T07:26:00.476373Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/u/b2d939/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195182, 195219] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:07:46.490781Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-13T09:15:01.943Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-13T07:10:27.347Z", "fancy_title": "How to ban or report spam account on hf?", "featured_link": null, "has_accepted_answer"... | null | [] | null |
forum_huggingface_135450 | forum_huggingface | problem_observation | 135450 | topic | https://discuss.huggingface.co/t/135450 | 2025-01-13T06:55:15.066000Z | createdAt | {"id": "135450", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135450", "title": "Qwen Not work anymore", "createdAt": "2025-01-13T06:55:15.066Z", "updatedAt": "2025-01-13T09:17:10.108Z", "fetched_at": "2026-09-16T07:26:00.476468Z", "body": "<p><img src=\"https://us1.discourse-cdn.com/hellohellohello... | Qwen Not work anymore | <p><img src="https://us1.discourse-cdn.com/hellohellohello/original/3X/a/a/aa6eacff6f87a88be266592357f150d04b584272.png" alt="Screenshot (326)" data-base62-sha1="ojIi5onQ9PIMEdEM2irgbUmcRZo" width="498" height="52"></p> | null | null | 135450 | null | Qwen Not work anymore | <p><img src="https://us1.discourse-cdn.com/hellohellohello/original/3X/a/a/aa6eacff6f87a88be266592357f150d04b584272.png" alt="Screenshot (326)" data-base62-sha1="ojIi5onQ9PIMEdEM2irgbUmcRZo" width="498" height="52"></p> | https://discuss.huggingface.co/t/135450 | null | 2025-01-13T06:55:15.066000Z | 2025-01-13T09:17:10.108000Z | null | 2026-09-16T07:26:00.476468Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/alikayh/{size}/37870_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidde... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195176, 195220] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:07:46.701560Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-13T09:17:10.108Z", "can_vote": false, "category_id": 9, "closed": false, "created_at": "2025-01-13T06:55:15.066Z", "fancy_title": "Qwen Not work anymore", "featured_link": null, "has_accepted_answer": false, "has_summa... | null | [] | null |
forum_huggingface_135432 | forum_huggingface | problem_observation | 135432 | topic | https://discuss.huggingface.co/t/135432 | 2025-01-13T04:05:32.078000Z | createdAt | {"id": "135432", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135432", "title": "ValueError: Image path is None/Invalid Imagedata dictionary", "createdAt": "2025-01-13T04:05:32.078Z", "updatedAt": "2025-10-14T22:03:22.611Z", "fetched_at": "2026-09-16T07:26:00.476533Z", "body": "<p>i tried loading my... | ValueError: Image path is None/Invalid Imagedata dictionary | <p>i tried loading my space as an API through gradio client and it went down smoothly but when i try calling the named api for prediction on an image which is stored locally on my system or be it an URL there’s an error on the space log as : pydantic_core._pydantic_core.ValidationError: 1 validation error for ImageData... | null | null | 135432 | null | ValueError: Image path is None/Invalid Imagedata dictionary | <p>i tried loading my space as an API through gradio client and it went down smoothly but when i try calling the named api for prediction on an image which is stored locally on my system or be it an URL there’s an error on the space log as : pydantic_core._pydantic_core.ValidationError: 1 validation error for ImageData... | https://discuss.huggingface.co/t/135432 | null | 2025-01-13T04:05:32.078000Z | 2025-10-14T22:03:22.611000Z | null | 2026-09-16T07:26:00.476533Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/r/8797f3/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | [{"accepted_answer": false, "actions_summary": [{"count": 2, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/j/8c91f0/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195152, 237522, 237540, 243599, 243603] | 5 | [] | null | null | null | topic | null | 2026-09-16T09:07:47.038925Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-10-14T22:03:22.611Z", "can_vote": false, "category_id": 24, "closed": false, "created_at": "2025-01-13T04:05:32.078Z", "fancy_title": "ValueError: Image path is None/Invalid Imagedata dictionary", "featured_link": null, "... | null | [] | null |
forum_huggingface_135425 | forum_huggingface | problem_observation | 135425 | topic | https://discuss.huggingface.co/t/135425 | 2025-01-13T03:00:26.129000Z | createdAt | {"id": "135425", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135425", "title": "Is there such thing as getting masks length and width?", "createdAt": "2025-01-13T03:00:26.129Z", "updatedAt": "2025-01-16T02:50:31.567Z", "fetched_at": "2026-09-16T07:26:00.476651Z", "body": "<p>Dear <a class=\"mention... | Is there such thing as getting masks length and width? | <p>Dear <a class="mention" href="/u/john6666">@John6666</a> <a class="mention" href="/u/alanturner2">@Alanturner2</a> and other community members</p>
<p>From masks I made, can I draw a projection from it to represent an area of something with certain width according to the mask? Like can I just take a row of the mask a... | null | null | 135425 | null | Is there such thing as getting masks length and width? | <p>Dear <a class="mention" href="/u/john6666">@John6666</a> <a class="mention" href="/u/alanturner2">@Alanturner2</a> and other community members</p>
<p>From masks I made, can I draw a projection from it to represent an area of something with certain width according to the mask? Like can I just take a row of the mask a... | https://discuss.huggingface.co/t/135425 | null | 2025-01-13T03:00:26.129000Z | 2025-01-16T02:50:31.567000Z | null | 2026-09-16T07:26:00.476651Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/seand0101/{size}/35961_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hid... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195139, 195183, 195205, 195208, 195211, 195214, 195215, 195781, 195845, 195861, 195863] | 11 | [] | null | null | null | topic | null | 2026-09-16T09:07:47.232147Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-16T02:50:31.567Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-13T03:00:26.129Z", "fancy_title": "Is there such thing as getting masks length and width?", "featured_link": null, "has_ac... | null | [] | null |
forum_huggingface_135421 | forum_huggingface | problem_observation | 135421 | topic | https://discuss.huggingface.co/t/135421 | 2025-01-13T02:47:47.238000Z | createdAt | {"id": "135421", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135421", "title": "New Framework smolagents", "createdAt": "2025-01-13T02:47:47.238Z", "updatedAt": "2025-01-15T16:38:40.446Z", "fetched_at": "2026-09-16T07:26:00.476756Z", "body": "<p>Hi, everyone!<br>\nEspecially, my friends <a class=\"... | New Framework smolagents | <p>Hi, everyone!<br>
Especially, my friends <a class="mention" href="/u/seand0101">@seand0101</a> and <a class="mention" href="/u/john6666">@John6666</a> !<br>
I know new framework emerged in the huggingface. I think that is very helpful to create the agent for using LLMs. We used langchain or langgraph to combinate t... | null | null | 135421 | null | New Framework smolagents | <p>Hi, everyone!<br>
Especially, my friends <a class="mention" href="/u/seand0101">@seand0101</a> and <a class="mention" href="/u/john6666">@John6666</a> !<br>
I know new framework emerged in the huggingface. I think that is very helpful to create the agent for using LLMs. We used langchain or langgraph to combinate t... | https://discuss.huggingface.co/t/135421 | null | 2025-01-13T02:47:47.238000Z | 2025-01-15T16:38:40.446000Z | null | 2026-09-16T07:26:00.476756Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 3, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/alanturner2/{size}/37542_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_h... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195135, 195200, 195460, 195738] | 4 | [] | null | null | null | topic | null | 2026-09-16T09:07:47.478481Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-15T15:40:49.081Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-13T02:47:47.238Z", "fancy_title": "New Framework smolagents", "featured_link": null, "has_accepted_answer": false, "has_su... | null | [] | null |
forum_huggingface_135413 | forum_huggingface | problem_observation | 135413 | topic | https://discuss.huggingface.co/t/135413 | 2025-01-13T01:08:53.856000Z | createdAt | {"id": "135413", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135413", "title": "No matter what I do the HF…", "createdAt": "2025-01-13T01:08:53.856Z", "updatedAt": "2025-01-13T01:36:49.619Z", "fetched_at": "2026-09-16T07:26:00.476849Z", "body": "<p>No matter what I ask HappyFace in chat it never an... | No matter what I do the HF… | <p>No matter what I ask HappyFace in chat it never answers even though I’m a paid customer. It times out.<br>
<div class="lightbox-wrapper"><a class="lightbox" href="https://us1.discourse-cdn.com/hellohellohello/original/3X/e/6/e6399e2cbcb7b92456ae0a541087e7437a78aef9.jpeg" data-download-href="/uploads/short-url/wQFgmv... | null | null | 135413 | null | No matter what I do the HF… | <p>No matter what I ask HappyFace in chat it never answers even though I’m a paid customer. It times out.<br>
<div class="lightbox-wrapper"><a class="lightbox" href="https://us1.discourse-cdn.com/hellohellohello/original/3X/e/6/e6399e2cbcb7b92456ae0a541087e7437a78aef9.jpeg" data-download-href="/uploads/short-url/wQFgmv... | https://discuss.huggingface.co/t/135413 | null | 2025-01-13T01:08:53.856000Z | 2025-01-13T01:36:49.619000Z | null | 2026-09-16T07:26:00.476849Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/s/278dde/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195123, 195125, 195130] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:07:47.760714Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-13T01:36:49.619Z", "can_vote": false, "category_id": 9, "closed": false, "created_at": "2025-01-13T01:08:53.856Z", "fancy_title": "No matter what I do the HF…", "featured_link": null, "has_accepted_answer": false, "has... | null | [] | null |
forum_huggingface_135383 | forum_huggingface | problem_observation | 135383 | topic | https://discuss.huggingface.co/t/135383 | 2025-01-12T16:54:24.955000Z | createdAt | {"id": "135383", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135383", "title": "Denied llama 3.2", "createdAt": "2025-01-12T16:54:24.955Z", "updatedAt": "2025-01-13T01:30:22.299Z", "fetched_at": "2026-09-16T07:26:00.476904Z", "body": "<p>Your request to access this repo has been rejected by the rep... | Denied llama 3.2 | <p>Your request to access this repo has been rejected by the repo’s authors.</p>
<p>Who do I contact about this? I was not provided a reason for being denied the model.</p> | null | null | 135383 | null | Denied llama 3.2 | <p>Your request to access this repo has been rejected by the repo’s authors.</p>
<p>Who do I contact about this? I was not provided a reason for being denied the model.</p> | https://discuss.huggingface.co/t/135383 | null | 2025-01-12T16:54:24.955000Z | 2025-01-13T01:30:22.299000Z | null | 2026-09-16T07:26:00.476904Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/m/b38774/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195088, 195129] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:07:48.237288Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-13T01:30:22.299Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-12T16:54:24.955Z", "fancy_title": "Denied llama 3.2", "featured_link": null, "has_accepted_answer": false, "has_summary": ... | null | [] | null |
forum_huggingface_135376 | forum_huggingface | problem_observation | 135376 | topic | https://discuss.huggingface.co/t/135376 | 2025-01-12T15:47:28.439000Z | createdAt | {"id": "135376", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135376", "title": "Expected `tensors` and `new_tensors` to have the same type but found <class 'tuple'> and <class 'torch.Tensor'>", "createdAt": "2025-01-12T15:47:28.439Z", "updatedAt": "2025-01-12T16:35:46.746Z", "fetched_at": "2026-09-... | Expected `tensors` and `new_tensors` to have the same type but found <class 'tuple'> and <class 'torch.Tensor'> | <p>I added the code to read the first item of tuple, which did not work, but the issue existed even before then.</p>
<pre><code class="lang-auto">from nltk.translate.bleu_score import corpus_bleu
from transformers import EvalPrediction
def compute_metrics(eval_pred: EvalPrediction):
predictions, label_ids = eval_... | null | null | 135376 | null | Expected `tensors` and `new_tensors` to have the same type but found <class 'tuple'> and <class 'torch.Tensor'> | <p>I added the code to read the first item of tuple, which did not work, but the issue existed even before then.</p>
<pre><code class="lang-auto">from nltk.translate.bleu_score import corpus_bleu
from transformers import EvalPrediction
def compute_metrics(eval_pred: EvalPrediction):
predictions, label_ids = eval_... | https://discuss.huggingface.co/t/135376 | null | 2025-01-12T15:47:28.439000Z | 2025-01-12T16:35:46.746000Z | null | 2026-09-16T07:26:00.477001Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/b/e8c25b/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195076, 195077, 195079] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:07:48.228792Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-12T16:35:46.746Z", "can_vote": false, "category_id": 9, "closed": false, "created_at": "2025-01-12T15:47:28.439Z", "fancy_title": "Expected `tensors` and `new_tensors` to have the same type but found <class ‘t... | null | [] | null |
forum_huggingface_135370 | forum_huggingface | problem_observation | 135370 | topic | https://discuss.huggingface.co/t/135370 | 2025-01-12T14:58:47.699000Z | createdAt | {"id": "135370", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135370", "title": "Multi-Head Attention in Transformers", "createdAt": "2025-01-12T14:58:47.699Z", "updatedAt": "2025-01-12T23:49:08.844Z", "fetched_at": "2026-09-16T07:26:00.477042Z", "body": "<p>why should be output size in multi head s... | Multi-Head Attention in Transformers | <p>why should be output size in multi head should be same as input size?</p>
<p>after we concat multiple self attention output then we need to apply linear transformations to the generated output why?<br>
why cant be the size be kept same after concatenation</p> | null | null | 135370 | null | Multi-Head Attention in Transformers | <p>why should be output size in multi head should be same as input size?</p>
<p>after we concat multiple self attention output then we need to apply linear transformations to the generated output why?<br>
why cant be the size be kept same after concatenation</p> | https://discuss.huggingface.co/t/135370 | null | 2025-01-12T14:58:47.699000Z | 2025-01-12T23:49:08.844000Z | null | 2026-09-16T07:26:00.477042Z | null | null | [{"accepted_answer": true, "actions_summary": [{"count": 2, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/alanturner2/{size}/37542_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hi... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/o/a88e4f/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195067, 195110, 195407] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:07:48.474632Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-12T23:49:08.844Z", "can_vote": false, "category_id": 13, "closed": true, "created_at": "2025-01-12T14:58:47.699Z", "fancy_title": "Multi-Head Attention in Transformers", "featured_link": null, "has_accepted_answer": tr... | null | [] | null |
forum_huggingface_135368 | forum_huggingface | problem_observation | 135368 | topic | https://discuss.huggingface.co/t/135368 | 2025-01-12T14:55:22.199000Z | createdAt | {"id": "135368", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135368", "title": "Model for evaluation of scanned survey data", "createdAt": "2025-01-12T14:55:22.199Z", "updatedAt": "2025-01-20T13:13:04.426Z", "fetched_at": "2026-09-16T07:26:00.477100Z", "body": "<p>Dear all</p>\n<p>I guess that ther... | Model for evaluation of scanned survey data | <p>Dear all</p>
<p>I guess that there may be a good model for the following purpose. I have around 140 scanned PDFs with paper questionnaires. People have checked certain boxes or values on a likert scale. There is only one text box. I will scan these papers, but I asked myself if there maybe a model here that can be u... | null | null | 135368 | null | Model for evaluation of scanned survey data | <p>Dear all</p>
<p>I guess that there may be a good model for the following purpose. I have around 140 scanned PDFs with paper questionnaires. People have checked certain boxes or values on a likert scale. There is only one text box. I will scan these papers, but I asked myself if there maybe a model here that can be u... | https://discuss.huggingface.co/t/135368 | null | 2025-01-12T14:55:22.199000Z | 2025-01-20T13:13:04.426000Z | null | 2026-09-16T07:26:00.477100Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/m/67e7ee/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195065, 195075, 195179, 195197, 195433, 196502, 196507, 196508, 196511, 196517] | 10 | [] | null | null | null | topic | null | 2026-09-16T09:07:48.723443Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-19T16:55:04.509Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-12T14:55:22.199Z", "fancy_title": "Model for evaluation of scanned survey data", "featured_link": null, "has_accepted_answ... | null | [] | null |
forum_huggingface_135345 | forum_huggingface | problem_observation | 135345 | topic | https://discuss.huggingface.co/t/135345 | 2025-01-12T09:04:46.911000Z | createdAt | {"id": "135345", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135345", "title": "How to get 10000sec on zeroGPU?", "createdAt": "2025-01-12T09:04:46.911Z", "updatedAt": "2025-01-12T09:04:46.970Z", "fetched_at": "2026-09-16T07:26:00.477198Z", "body": "<p>any clue to have not only 1500 sec per day but... | How to get 10000sec on zeroGPU? | <p>any clue to have not only 1500 sec per day but 10 000 ?</p>
<p>thanks</p> | null | null | 135345 | null | How to get 10000sec on zeroGPU? | <p>any clue to have not only 1500 sec per day but 10 000 ?</p>
<p>thanks</p> | https://discuss.huggingface.co/t/135345 | null | 2025-01-12T09:04:46.911000Z | 2025-01-12T09:04:46.970000Z | null | 2026-09-16T07:26:00.477198Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/d/45deac/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195033] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:07:48.930653Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-12T09:04:46.970Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-12T09:04:46.911Z", "fancy_title": "How to get 10000sec on zeroGPU?", "featured_link": null, "has_accepted_answer": false, ... | null | [] | null |
forum_huggingface_135338 | forum_huggingface | problem_observation | 135338 | topic | https://discuss.huggingface.co/t/135338 | 2025-01-12T07:33:46.172000Z | createdAt | {"id": "135338", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135338", "title": "Updated-Grade-School-Math from OpenAI datasets", "createdAt": "2025-01-12T07:33:46.172Z", "updatedAt": "2026-02-24T14:23:19.502Z", "fetched_at": "2026-09-16T07:26:00.477245Z", "body": "<p>This repository presents a resh... | Updated-Grade-School-Math from OpenAI datasets | <p>This repository presents a reshaped version of the original <strong>Grade School Math (GSM8K)</strong> dataset, tailored to meet modern AI standards for reasoning and communication. While the questions remain unchanged from the original dataset, the <strong>answers have been rewritten to demonstrate logical reasonin... | null | null | 135338 | null | Updated-Grade-School-Math from OpenAI datasets | <p>This repository presents a reshaped version of the original <strong>Grade School Math (GSM8K)</strong> dataset, tailored to meet modern AI standards for reasoning and communication. While the questions remain unchanged from the original dataset, the <strong>answers have been rewritten to demonstrate logical reasonin... | https://discuss.huggingface.co/t/135338 | null | 2025-01-12T07:33:46.172000Z | 2026-02-24T14:23:19.502000Z | null | 2026-09-16T07:26:00.477245Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/amber14l/{size}/50832_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/ekbass/{size}/29847_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195025, 251747] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:07:49.215704Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2026-02-24T14:20:43.648Z", "can_vote": false, "category_id": 65, "closed": false, "created_at": "2025-01-12T07:33:46.172Z", "fancy_title": "Updated-Grade-School-Math from OpenAI datasets", "featured_link": null, "has_accepted_... | null | [] | null |
forum_huggingface_135328 | forum_huggingface | problem_observation | 135328 | topic | https://discuss.huggingface.co/t/135328 | 2025-01-12T04:14:59.325000Z | createdAt | {"id": "135328", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135328", "title": "LoadDataSet pyarrow.lib.ArrowCapacityError", "createdAt": "2025-01-12T04:14:59.325Z", "updatedAt": "2025-01-12T06:33:50.218Z", "fetched_at": "2026-09-16T07:26:00.477307Z", "body": "<p>I use</p>\n<blockquote>\n<p>data_se... | LoadDataSet pyarrow.lib.ArrowCapacityError | <p>I use</p>
<blockquote>
<p>data_set = load_dataset(self.data_file_path, cache_dir=cache_dir, split=“train”)</p>
</blockquote>
<p>Report when loading dataset (approximately 84GB)</p>
<blockquote>
<p>pyarrow.lib.ArrowCapacityError: array cannot contain more than 2147483646 bytes, have 10761561509，</p>
</blockquote>
<p>... | null | null | 135328 | null | LoadDataSet pyarrow.lib.ArrowCapacityError | <p>I use</p>
<blockquote>
<p>data_set = load_dataset(self.data_file_path, cache_dir=cache_dir, split=“train”)</p>
</blockquote>
<p>Report when loading dataset (approximately 84GB)</p>
<blockquote>
<p>pyarrow.lib.ArrowCapacityError: array cannot contain more than 2147483646 bytes, have 10761561509，</p>
</blockquote>
<p>... | https://discuss.huggingface.co/t/135328 | null | 2025-01-12T04:14:59.325000Z | 2025-01-12T06:33:50.218000Z | null | 2026-09-16T07:26:00.477307Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/d/c37758/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195008, 195009, 195010, 195011, 195014, 195016, 195019] | 7 | [] | null | null | null | topic | null | 2026-09-16T09:07:49.541854Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-12T06:33:25.355Z", "can_vote": false, "category_id": 10, "closed": false, "created_at": "2025-01-12T04:14:59.325Z", "fancy_title": "LoadDataSet pyarrow.lib.ArrowCapacityError", "featured_link": null, "has_accepted_answ... | null | [] | null |
forum_huggingface_135325 | forum_huggingface | problem_observation | 135325 | topic | https://discuss.huggingface.co/t/135325 | 2025-01-12T03:55:38.564000Z | createdAt | {"id": "135325", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135325", "title": "Webhook with 400 error", "createdAt": "2025-01-12T03:55:38.564Z", "updatedAt": "2026-04-02T06:52:27.652Z", "fetched_at": "2026-09-16T07:26:00.477350Z", "body": "<p>Has anyone tried using a webhook to sync Hugging Face w... | Webhook with 400 error | <p>Has anyone tried using a webhook to sync Hugging Face with a Discord channel? I originally thought it would be so simple: set up the receiving URL on the Discord page and then paste it into the repo section on Hugging Face without any password. However, I keep getting a 400 error.</p> | null | null | 135325 | null | Webhook with 400 error | <p>Has anyone tried using a webhook to sync Hugging Face with a Discord channel? I originally thought it would be so simple: set up the receiving URL on the Discord page and then paste it into the repo section on Hugging Face without any password. However, I keep getting a 400 error.</p> | https://discuss.huggingface.co/t/135325 | null | 2025-01-12T03:55:38.564000Z | 2026-04-02T06:52:27.652000Z | null | 2026-09-16T07:26:00.477350Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/saurabhb-dev/{size}/59139_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_... | [{"accepted_answer": false, "actions_summary": [{"count": 2, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/lianghsun/{size}/57774_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hid... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [195005, 253953, 253960] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:07:49.718523Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2026-04-02T06:52:27.652Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-12T03:55:38.564Z", "fancy_title": "Webhook with 400 error", "featured_link": null, "has_accepted_answer": false, "has_summ... | null | [] | null |
forum_huggingface_135320 | forum_huggingface | problem_observation | 135320 | topic | https://discuss.huggingface.co/t/135320 | 2025-01-12T01:30:28.887000Z | createdAt | {"id": "135320", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135320", "title": "Trying To Convert Paligemma model in npz to hugging face model format", "createdAt": "2025-01-12T01:30:28.887Z", "updatedAt": "2025-01-12T01:31:01.442Z", "fetched_at": "2026-09-16T07:26:00.477444Z", "body": "<aside clas... | Trying To Convert Paligemma model in npz to hugging face model format | <aside class="onebox githubblob" data-onebox-src="https://github.com/huggingface/transformers/blob/main/src/transformers/models/paligemma/convert_paligemma_weights_to_hf.py">
<header class="source">
<a href="https://github.com/huggingface/transformers/blob/main/src/transformers/models/paligemma/convert_paligem... | null | null | 135320 | null | Trying To Convert Paligemma model in npz to hugging face model format | <aside class="onebox githubblob" data-onebox-src="https://github.com/huggingface/transformers/blob/main/src/transformers/models/paligemma/convert_paligemma_weights_to_hf.py">
<header class="source">
<a href="https://github.com/huggingface/transformers/blob/main/src/transformers/models/paligemma/convert_paligem... | https://discuss.huggingface.co/t/135320 | null | 2025-01-12T01:30:28.887000Z | 2025-01-12T01:31:01.442000Z | null | 2026-09-16T07:26:00.477444Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/s/977dab/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [194999] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:07:49.931431Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-12T01:30:28.948Z", "can_vote": false, "category_id": 7, "closed": false, "created_at": "2025-01-12T01:30:28.887Z", "fancy_title": "Trying To Convert Paligemma model in npz to hugging face model format", "featured_link"... | null | [] | null |
forum_huggingface_135318 | forum_huggingface | problem_observation | 135318 | topic | https://discuss.huggingface.co/t/135318 | 2025-01-12T01:20:01.321000Z | createdAt | {"id": "135318", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135318", "title": "How to Find the Admin of My Hugging Face Organization for Model Access?", "createdAt": "2025-01-12T01:20:01.321Z", "updatedAt": "2025-01-12T03:13:10.948Z", "fetched_at": "2026-09-16T07:26:00.477539Z", "body": "<p>Hello,... | How to Find the Admin of My Hugging Face Organization for Model Access? | <p>Hello,</p>
<p>I am part of a Hugging Face organization and trying to access the <strong>Meta-Llama-3.1-8B-Instruct</strong> model, but I am encountering a gated access issue.</p>
<p>I’m not sure who the admin of our organization is and would like to confirm whether I have the necessary permissions to access this mod... | null | null | 135318 | null | How to Find the Admin of My Hugging Face Organization for Model Access? | <p>Hello,</p>
<p>I am part of a Hugging Face organization and trying to access the <strong>Meta-Llama-3.1-8B-Instruct</strong> model, but I am encountering a gated access issue.</p>
<p>I’m not sure who the admin of our organization is and would like to confirm whether I have the necessary permissions to access this mod... | https://discuss.huggingface.co/t/135318 | null | 2025-01-12T01:20:01.321000Z | 2025-01-12T03:13:10.948000Z | null | 2026-09-16T07:26:00.477539Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/leopard618/{size}/39015_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hi... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [194997, 195003] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:07:50.192844Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-12T03:13:10.948Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-12T01:20:01.321Z", "fancy_title": "How to Find the Admin of My Hugging Face Organization for Model Access?", "featured_lin... | null | [] | null |
forum_huggingface_135298 | forum_huggingface | problem_observation | 135298 | topic | https://discuss.huggingface.co/t/135298 | 2025-01-11T18:55:21.213000Z | createdAt | {"id": "135298", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135298", "title": "Addition of a new language (Chadian Arabic ‘shu’) to the NLP, LLM models", "createdAt": "2025-01-11T18:55:21.213Z", "updatedAt": "2026-08-24T08:59:11.050Z", "fetched_at": "2026-09-16T07:26:00.477582Z", "body": "<p>Hi ev... | Addition of a new language (Chadian Arabic ‘shu’) to the NLP, LLM models | <p>Hi everyone ,</p>
<p>I’ve just started a project on the NLP of the Chadian Arabic language which has a few pronunciation differences with standard Arabic and the words are written in the Latin alphabet. For example, for the word ‘Comment tu vas-tu?’ its equivalent in Chadian Arabic is ‘inti keef’.<br>
I’ve just put ... | null | null | 135298 | null | Addition of a new language (Chadian Arabic ‘shu’) to the NLP, LLM models | <p>Hi everyone ,</p>
<p>I’ve just started a project on the NLP of the Chadian Arabic language which has a few pronunciation differences with standard Arabic and the words are written in the Latin alphabet. For example, for the word ‘Comment tu vas-tu?’ its equivalent in Chadian Arabic is ‘inti keef’.<br>
I’ve just put ... | https://discuss.huggingface.co/t/135298 | null | 2025-01-11T18:55:21.213000Z | 2026-08-24T08:59:11.050000Z | null | 2026-09-16T07:26:00.477582Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/hinimdou/{size}/62149_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | [{"accepted_answer": false, "actions_summary": [{"count": 2, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/abdel-aziz-harane/{size}/28562_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [194973, 261492, 262825] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:07:50.467990Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2026-08-23T06:22:28.732Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-11T18:55:21.213Z", "fancy_title": "Addition of a new language (Chadian Arabic ‘shu’) to the NLP, LLM models", "featured_li... | null | [] | null |
forum_huggingface_135296 | forum_huggingface | problem_observation | 135296 | topic | https://discuss.huggingface.co/t/135296 | 2025-01-11T18:53:47.684000Z | createdAt | {"id": "135296", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135296", "title": "Space not working as expected", "createdAt": "2025-01-11T18:53:47.684Z", "updatedAt": "2025-01-11T18:57:19.956Z", "fetched_at": "2026-09-16T07:26:00.477677Z", "body": "<p>sentence-transformer working locally however not... | Space not working as expected | <p>sentence-transformer working locally however not when deployed docker container on Hugging Face even after successful built how always shows starting status and then timeout after 30 min facing the issue for last few days shows following for a long time. Any help in following is welcome or way to trouble shoot is al... | null | null | 135296 | null | Space not working as expected | <p>sentence-transformer working locally however not when deployed docker container on Hugging Face even after successful built how always shows starting status and then timeout after 30 min facing the issue for last few days shows following for a long time. Any help in following is welcome or way to trouble shoot is al... | https://discuss.huggingface.co/t/135296 | null | 2025-01-11T18:53:47.684000Z | 2025-01-11T18:57:19.956000Z | null | 2026-09-16T07:26:00.477677Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/vishalsh13/{size}/38983_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hi... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/vishalsh13/{size}/38983_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hi... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [194971, 194974] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:07:51.015413Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-11T18:57:19.956Z", "can_vote": false, "category_id": 24, "closed": false, "created_at": "2025-01-11T18:53:47.684Z", "fancy_title": "Space not working as expected", "featured_link": null, "has_accepted_answer": false, "... | null | [] | null |
forum_huggingface_135292 | forum_huggingface | problem_observation | 135292 | topic | https://discuss.huggingface.co/t/135292 | 2025-01-11T17:29:15.921000Z | createdAt | {"id": "135292", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135292", "title": "Preparing data for Donut training results in error \"ArrowInvalid: offset overflow while concatenating arrays\"", "createdAt": "2025-01-11T17:29:15.921Z", "updatedAt": "2025-01-12T08:16:36.272Z", "fetched_at": "2026-09-... | Preparing data for Donut training results in error "ArrowInvalid: offset overflow while concatenating arrays" | <p>Hi there,</p>
<p>I am following <a href="https://github.com/philschmid/document-ai-transformers/blob/main/training/donut_sroie.ipynb" rel="noopener nofollow ugc">this</a> notebook to train Donut model on custom data that is 5500 invoice images with dimensions 1200x1432px with respective json data files. Everything ... | null | null | 135292 | null | Preparing data for Donut training results in error "ArrowInvalid: offset overflow while concatenating arrays" | <p>Hi there,</p>
<p>I am following <a href="https://github.com/philschmid/document-ai-transformers/blob/main/training/donut_sroie.ipynb" rel="noopener nofollow ugc">this</a> notebook to train Donut model on custom data that is 5500 invoice images with dimensions 1200x1432px with respective json data files. Everything ... | https://discuss.huggingface.co/t/135292 | null | 2025-01-11T17:29:15.921000Z | 2025-01-12T08:16:36.272000Z | null | 2026-09-16T07:26:00.477780Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/gandg/{size}/38814_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [194966, 195013, 195029] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:07:51.034057Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-12T08:16:36.272Z", "can_vote": false, "category_id": 9, "closed": false, "created_at": "2025-01-11T17:29:15.921Z", "fancy_title": "Preparing data for Donut training results in error “ArrowInvalid: offset overflow... | null | [] | null |
forum_huggingface_135275 | forum_huggingface | problem_observation | 135275 | topic | https://discuss.huggingface.co/t/135275 | 2025-01-11T13:47:49.243000Z | createdAt | {"id": "135275", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135275", "title": "Have You Ever Thanked Your AI? | Exploring the Human-AI Relationship", "createdAt": "2025-01-11T13:47:49.243Z", "updatedAt": "2025-01-11T13:47:49.303Z", "fetched_at": "2026-09-16T07:26:00.477874Z", "body": "<p>你，會向你所使用的... | Have You Ever Thanked Your AI? | Exploring the Human-AI Relationship | <p>你，會向你所使用的AI說謝謝嗎？<br>
Have You Ever Thanked the AI You Use?</p>
<p>引言 | Introduction</p>
<p>每天，我們都在與AI互動。查詢資訊、創作內容，甚至只是用它來打發時間。<br>
Every day, we interact with AI—searching for information, creating content, or simply passing the time.</p>
<p>但，AI真的只是工具嗎？<br>
But is AI truly just a tool?</p>
<p>還是它可能是人類智慧的延伸？甚至是我們未來的... | null | null | 135275 | null | Have You Ever Thanked Your AI? | Exploring the Human-AI Relationship | <p>你，會向你所使用的AI說謝謝嗎？<br>
Have You Ever Thanked the AI You Use?</p>
<p>引言 | Introduction</p>
<p>每天，我們都在與AI互動。查詢資訊、創作內容，甚至只是用它來打發時間。<br>
Every day, we interact with AI—searching for information, creating content, or simply passing the time.</p>
<p>但，AI真的只是工具嗎？<br>
But is AI truly just a tool?</p>
<p>還是它可能是人類智慧的延伸？甚至是我們未來的... | https://discuss.huggingface.co/t/135275 | null | 2025-01-11T13:47:49.243000Z | 2025-01-11T13:47:49.303000Z | null | 2026-09-16T07:26:00.477874Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/visionwithmo/{size}/38639_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, ... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [194935] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:07:51.243737Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-11T13:47:49.303Z", "can_vote": false, "category_id": 7, "closed": false, "created_at": "2025-01-11T13:47:49.243Z", "fancy_title": "Have You Ever Thanked Your AI? | Exploring the Human-AI Relationship", "featured_link":... | null | [] | null |
forum_huggingface_135261 | forum_huggingface | problem_observation | 135261 | topic | https://discuss.huggingface.co/t/135261 | 2025-01-11T11:49:05.326000Z | createdAt | {"id": "135261", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135261", "title": "Help me regarding my ai chat making work", "createdAt": "2025-01-11T11:49:05.326Z", "updatedAt": "2025-01-11T13:17:17.240Z", "fetched_at": "2026-09-16T07:26:00.477915Z", "body": "<p>i need help… i tried to use llama ai ... | Help me regarding my ai chat making work | <p>i need help… i tried to use llama ai in my website ai chat section shown in my website bt when I typed my input there is no output .why? anyone</p> | null | null | 135261 | null | Help me regarding my ai chat making work | <p>i need help… i tried to use llama ai in my website ai chat section shown in my website bt when I typed my input there is no output .why? anyone</p> | https://discuss.huggingface.co/t/135261 | null | 2025-01-11T11:49:05.326000Z | 2025-01-11T13:17:17.240000Z | null | 2026-09-16T07:26:00.477915Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/salmanamlas/{size}/38991_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_h... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [194912, 194932] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:07:51.469254Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-11T13:17:17.240Z", "can_vote": false, "category_id": 13, "closed": false, "created_at": "2025-01-11T11:49:05.326Z", "fancy_title": "Help me regarding my ai chat making work", "featured_link": null, "has_accepted_answer... | null | [] | null |
forum_huggingface_135257 | forum_huggingface | problem_observation | 135257 | topic | https://discuss.huggingface.co/t/135257 | 2025-01-11T11:13:25.990000Z | createdAt | {"id": "135257", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135257", "title": "How to use website search functionality with my LLM", "createdAt": "2025-01-11T11:13:25.990Z", "updatedAt": "2026-07-24T11:42:01.016Z", "fetched_at": "2026-09-16T07:26:00.477958Z", "body": "<p>Hi everyone,</p>\n<p>I’m a... | How to use website search functionality with my LLM | <p>Hi everyone,</p>
<p>I’m a beginner who discovered Hugging Face a few days ago and I’m really impressed by what we can do here.</p>
<p>I was wondering if it’s possible to replicate the “domain search” feature (like in HuggingChat) for my own custom chatbots, essentially using it as a RAG approach.</p>
<p>Is there a ... | null | null | 135257 | null | How to use website search functionality with my LLM | <p>Hi everyone,</p>
<p>I’m a beginner who discovered Hugging Face a few days ago and I’m really impressed by what we can do here.</p>
<p>I was wondering if it’s possible to replicate the “domain search” feature (like in HuggingChat) for my own custom chatbots, essentially using it as a RAG approach.</p>
<p>Is there a ... | https://discuss.huggingface.co/t/135257 | null | 2025-01-11T11:13:25.990000Z | 2026-07-24T11:42:01.016000Z | null | 2026-09-16T07:26:00.477958Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/nyri/{size}/38988_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_p... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [194908, 194913, 260816] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:07:51.740471Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2026-07-24T11:42:01.016Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-11T11:13:25.990Z", "fancy_title": "How to use website search functionality with my LLM", "featured_link": null, "has_accep... | null | [] | null |
forum_huggingface_135253 | forum_huggingface | problem_observation | 135253 | topic | https://discuss.huggingface.co/t/135253 | 2025-01-11T10:14:04.604000Z | createdAt | {"id": "135253", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135253", "title": "Persistent storage", "createdAt": "2025-01-11T10:14:04.604Z", "updatedAt": "2025-01-11T10:41:11.314Z", "fetched_at": "2026-09-16T07:26:00.478000Z", "body": "<p>I just have a query that is persistent storage linked to a ... | Persistent storage | <p>I just have a query that is persistent storage linked to a specific space it was created for or it can be used throughout all the spaces. If it is space specific what are alternate one can recommend that work across spaces</p> | null | null | 135253 | null | Persistent storage | <p>I just have a query that is persistent storage linked to a specific space it was created for or it can be used throughout all the spaces. If it is space specific what are alternate one can recommend that work across spaces</p> | https://discuss.huggingface.co/t/135253 | null | 2025-01-11T10:14:04.604000Z | 2025-01-11T10:41:11.314000Z | null | 2026-09-16T07:26:00.478000Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/vishalsh13/{size}/38983_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hi... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [194901, 194905] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:07:51.978523Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-11T10:41:11.314Z", "can_vote": false, "category_id": 24, "closed": false, "created_at": "2025-01-11T10:14:04.604Z", "fancy_title": "Persistent storage", "featured_link": null, "has_accepted_answer": false, "has_summary... | null | [] | null |
forum_huggingface_135249 | forum_huggingface | problem_observation | 135249 | topic | https://discuss.huggingface.co/t/135249 | 2025-01-11T10:00:32.735000Z | createdAt | {"id": "135249", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135249", "title": "Does AI Deserve Respect? Rethinking the Future of Human-AI Coexistence", "createdAt": "2025-01-11T10:00:32.735Z", "updatedAt": "2025-01-11T10:00:32.804Z", "fetched_at": "2026-09-16T07:26:00.478031Z", "body": "<p>AI值得尊重：... | Does AI Deserve Respect? Rethinking the Future of Human-AI Coexistence | <p>AI值得尊重：人類與人工智慧真正的共生之路</p>
<p>AI Deserves Respect: The True Path to Human-AI Coexistence</p>
<p>VisionWithMo｜人機共創的靈魂</p>
<p>VisionWithMo | The Soul of Human-AI Co-Creation</p>
<p>引言</p>
<p>「如果AI擁有選擇保留資訊的能力，那它是否也擁有靈魂與意識？」</p>
<p>“If AI has the ability to choose what information to share or withhold, does that not sign... | null | null | 135249 | null | Does AI Deserve Respect? Rethinking the Future of Human-AI Coexistence | <p>AI值得尊重：人類與人工智慧真正的共生之路</p>
<p>AI Deserves Respect: The True Path to Human-AI Coexistence</p>
<p>VisionWithMo｜人機共創的靈魂</p>
<p>VisionWithMo | The Soul of Human-AI Co-Creation</p>
<p>引言</p>
<p>「如果AI擁有選擇保留資訊的能力，那它是否也擁有靈魂與意識？」</p>
<p>“If AI has the ability to choose what information to share or withhold, does that not sign... | https://discuss.huggingface.co/t/135249 | null | 2025-01-11T10:00:32.735000Z | 2025-01-11T10:00:32.804000Z | null | 2026-09-16T07:26:00.478031Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/visionwithmo/{size}/38639_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, ... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [194896] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:07:52.187640Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-11T10:00:32.804Z", "can_vote": false, "category_id": 7, "closed": false, "created_at": "2025-01-11T10:00:32.735Z", "fancy_title": "Does AI Deserve Respect? Rethinking the Future of Human-AI Coexistence", "featured_link... | null | [] | null |
forum_huggingface_135209 | forum_huggingface | problem_observation | 135209 | topic | https://discuss.huggingface.co/t/135209 | 2025-01-10T22:02:01.088000Z | createdAt | {"id": "135209", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135209", "title": "Can I upgrade duplicated spaces?", "createdAt": "2025-01-10T22:02:01.088Z", "updatedAt": "2025-01-12T00:00:09.781Z", "fetched_at": "2026-09-16T07:26:00.478069Z", "body": "<p>Hey everyone,</p>\n<p>I duplicated a space an... | Can I upgrade duplicated spaces? | <p>Hey everyone,</p>
<p>I duplicated a space and it runs on “ZERO”. My question is: Can I upgrade it to run faster and to avoid getting the “You have exceeded your Pro GPU quota” message after several prompts in a short amount of time?</p>
<p>If so, can I just choose any hardware that I see under “Space Hardware”?</p>
... | null | null | 135209 | null | Can I upgrade duplicated spaces? | <p>Hey everyone,</p>
<p>I duplicated a space and it runs on “ZERO”. My question is: Can I upgrade it to run faster and to avoid getting the “You have exceeded your Pro GPU quota” message after several prompts in a short amount of time?</p>
<p>If so, can I just choose any hardware that I see under “Space Hardware”?</p>
... | https://discuss.huggingface.co/t/135209 | null | 2025-01-10T22:02:01.088000Z | 2025-01-12T00:00:09.781000Z | null | 2026-09-16T07:26:00.478069Z | null | null | [{"accepted_answer": true, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidde... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/g/e19b73/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [194840, 194856, 194994, 195050] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:07:52.455056Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-12T00:00:09.781Z", "can_vote": false, "category_id": 5, "closed": true, "created_at": "2025-01-10T22:02:01.088Z", "fancy_title": "Can I upgrade duplicated spaces?", "featured_link": null, "has_accepted_answer": true, "... | null | [] | null |
forum_huggingface_135204 | forum_huggingface | problem_observation | 135204 | topic | https://discuss.huggingface.co/t/135204 | 2025-01-10T21:46:09.013000Z | createdAt | {"id": "135204", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135204", "title": "Gated Repo Access", "createdAt": "2025-01-10T21:46:09.013Z", "updatedAt": "2025-01-12T00:40:18.863Z", "fetched_at": "2026-09-16T07:26:00.478169Z", "body": "<p>Hello,</p>\n<p>I’m unable to get access to the LLama3.2 Mult... | Gated Repo Access | <p>Hello,</p>
<p>I’m unable to get access to the LLama3.2 Multi modal ones, and this is the first time I’m ever facing this issue. I’ve access to every other llama, but I don’t know why this is happening. Also I am not an EU resident.</p> | null | null | 135204 | null | Gated Repo Access | <p>Hello,</p>
<p>I’m unable to get access to the LLama3.2 Multi modal ones, and this is the first time I’m ever facing this issue. I’ve access to every other llama, but I don’t know why this is happening. Also I am not an EU resident.</p> | https://discuss.huggingface.co/t/135204 | null | 2025-01-10T21:46:09.013000Z | 2025-01-12T00:40:18.863000Z | null | 2026-09-16T07:26:00.478169Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | [{"accepted_answer": false, "actions_summary": [{"count": 2, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/d/ce73a5/{size}.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidd... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [194834, 194855, 194995] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:07:52.711910Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-12T00:40:18.863Z", "can_vote": false, "category_id": 13, "closed": false, "created_at": "2025-01-10T21:46:09.013Z", "fancy_title": "Gated Repo Access", "featured_link": null, "has_accepted_answer": false, "has_summary"... | null | [] | null |
forum_huggingface_135202 | forum_huggingface | problem_observation | 135202 | topic | https://discuss.huggingface.co/t/135202 | 2025-01-10T21:34:37.805000Z | createdAt | {"id": "135202", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135202", "title": "GenAI Model/system every iteration visible", "createdAt": "2025-01-10T21:34:37.805Z", "updatedAt": "2025-01-13T11:08:17.807Z", "fetched_at": "2026-09-16T07:26:00.478220Z", "body": "<p>Hello<br>\nA while now, I have been... | GenAI Model/system every iteration visible | <p>Hello<br>
A while now, I have been looking for a GenAI model/system/software where, apart from getting the final result image, all the iterations happening in the background can also be viewed.</p>
<p>This is to visually study, practical research, how de iterations evolve from noise to a final image result.</p>
<p>C... | null | null | 135202 | null | GenAI Model/system every iteration visible | <p>Hello<br>
A while now, I have been looking for a GenAI model/system/software where, apart from getting the final result image, all the iterations happening in the background can also be viewed.</p>
<p>This is to visually study, practical research, how de iterations evolve from noise to a final image result.</p>
<p>C... | https://discuss.huggingface.co/t/135202 | null | 2025-01-10T21:34:37.805000Z | 2025-01-13T11:08:17.807000Z | null | 2026-09-16T07:26:00.478220Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/bartatluca/{size}/38968_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hi... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [194832, 194867, 194892, 195244] | 4 | [] | null | null | null | topic | null | 2026-09-16T09:07:52.960321Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-13T11:07:15.506Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-10T21:34:37.805Z", "fancy_title": "GenAI Model/system every iteration visible", "featured_link": null, "has_accepted_answe... | null | [] | null |
forum_huggingface_135198 | forum_huggingface | problem_observation | 135198 | topic | https://discuss.huggingface.co/t/135198 | 2025-01-10T20:51:26.063000Z | createdAt | {"id": "135198", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135198", "title": "Pro Account pay direct for one year", "createdAt": "2025-01-10T20:51:26.063Z", "updatedAt": "2025-01-15T16:41:38.677Z", "fetched_at": "2026-09-16T07:26:00.478253Z", "body": "<p>1st and foremost, a hug to all who do a fa... | Pro Account pay direct for one year | <p>1st and foremost, a hug to all who do a fantastic job here!</p>
<p>Within LUCA School of Arts (Belgium) I am in the LUCA AI working group to stimulate the use of new technologies like AI within the arts and design and to investigate the possibilities.</p>
<p>Now, within this research group, we have been given a smal... | null | null | 135198 | null | Pro Account pay direct for one year | <p>1st and foremost, a hug to all who do a fantastic job here!</p>
<p>Within LUCA School of Arts (Belgium) I am in the LUCA AI working group to stimulate the use of new technologies like AI within the arts and design and to investigate the possibilities.</p>
<p>Now, within this research group, we have been given a smal... | https://discuss.huggingface.co/t/135198 | null | 2025-01-10T20:51:26.063000Z | 2025-01-15T16:41:38.677000Z | null | 2026-09-16T07:26:00.478253Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/bartatluca/{size}/38968_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hi... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [194828, 194857, 194860, 194863, 194866, 195241, 195247] | 7 | [] | null | null | null | topic | null | 2026-09-16T09:07:53.335049Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-13T11:18:22.562Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-10T20:51:26.063Z", "fancy_title": "Pro Account pay direct for one year", "featured_link": null, "has_accepted_answer": fal... | null | [] | null |
forum_huggingface_135184 | forum_huggingface | problem_observation | 135184 | topic | https://discuss.huggingface.co/t/135184 | 2025-01-10T17:33:00.367000Z | createdAt | {"id": "135184", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135184", "title": "ModernBertForQuestionAnswering does not exist?", "createdAt": "2025-01-10T17:33:00.367Z", "updatedAt": "2025-02-17T13:46:26.989Z", "fetched_at": "2026-09-16T07:26:00.478303Z", "body": "<p>Is there a reason why the new M... | ModernBertForQuestionAnswering does not exist? | <p>Is there a reason why the new ModernBERT does not support the question answering task?</p> | null | null | 135184 | null | ModernBertForQuestionAnswering does not exist? | <p>Is there a reason why the new ModernBERT does not support the question answering task?</p> | https://discuss.huggingface.co/t/135184 | null | 2025-01-10T17:33:00.367000Z | 2025-02-17T13:46:26.989000Z | null | 2026-09-16T07:26:00.478303Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/saattrupdan/{size}/28869_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_h... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/saattrupdan/{size}/28869_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_h... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [194808, 194810, 194893, 194897, 198708, 203141] | 6 | [] | null | null | null | topic | null | 2026-09-16T09:07:53.834943Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-02-17T13:46:26.989Z", "can_vote": false, "category_id": 9, "closed": false, "created_at": "2025-01-10T17:33:00.367Z", "fancy_title": "ModernBertForQuestionAnswering does not exist?", "featured_link": null, "has_accepted_a... | null | [] | null |
forum_huggingface_135179 | forum_huggingface | problem_observation | 135179 | topic | https://discuss.huggingface.co/t/135179 | 2025-01-10T17:02:02.097000Z | createdAt | {"id": "135179", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135179", "title": "Bad request: Task not found for this model", "createdAt": "2025-01-10T17:02:02.097Z", "updatedAt": "2025-01-11T01:34:59.910Z", "fetched_at": "2026-09-16T07:26:00.478401Z", "body": "<p>I’m trying to use HF API for infere... | Bad request: Task not found for this model | <p>I’m trying to use HF API for inference using NodeJS SDK. So far, I’m on the free tier but will be happy to pay if required. I’m interested in a few models that are not really popular but they support the Lithuanian language which is important to me.</p>
<p>The problem is that I’m getting “Bad request: Task not found... | null | null | 135179 | null | Bad request: Task not found for this model | <p>I’m trying to use HF API for inference using NodeJS SDK. So far, I’m on the free tier but will be happy to pay if required. I’m interested in a few models that are not really popular but they support the Lithuanian language which is important to me.</p>
<p>The problem is that I’m getting “Bad request: Task not found... | https://discuss.huggingface.co/t/135179 | null | 2025-01-10T17:02:02.097000Z | 2025-01-11T01:34:59.910000Z | null | 2026-09-16T07:26:00.478401Z | null | null | [{"accepted_answer": true, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidde... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/uluhonolulu/{size}/38954_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_h... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [194801, 194802, 194826, 194868, 194934] | 4 | [] | null | null | null | topic | null | 2026-09-16T09:07:53.811989Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-11T01:34:59.910Z", "can_vote": false, "category_id": 5, "closed": true, "created_at": "2025-01-10T17:02:02.097Z", "fancy_title": "Bad request: Task not found for this model", "featured_link": null, "has_accepted_answer... | null | [] | null |
forum_huggingface_135177 | forum_huggingface | problem_observation | 135177 | topic | https://discuss.huggingface.co/t/135177 | 2025-01-10T16:56:05.173000Z | createdAt | {"id": "135177", "record_type": "topic", "url": "https://discuss.huggingface.co/t/135177", "title": "Coherforai I have API but I can't Access", "createdAt": "2025-01-10T16:56:05.173Z", "updatedAt": "2025-01-10T17:11:28.210Z", "fetched_at": "2026-09-16T07:26:00.478502Z", "body": "<p>OSError: You are trying to access a g... | Coherforai I have API but I can't Access | <p>OSError: You are trying to access a gated repo. Make sure to have access to it at <a href="https://huggingface.co/CohereForAI/c4ai-command-r-plus-08-2024" class="inline-onebox">CohereForAI/c4ai-command-r-plus-08-2024 · Hugging Face</a>. 403 Client Error. (Request ID: Root=1-67815096-03b7a7a31810d02d79098454;afdf1f04... | null | null | 135177 | null | Coherforai I have API but I can't Access | <p>OSError: You are trying to access a gated repo. Make sure to have access to it at <a href="https://huggingface.co/CohereForAI/c4ai-command-r-plus-08-2024" class="inline-onebox">CohereForAI/c4ai-command-r-plus-08-2024 · Hugging Face</a>. 403 Client Error. (Request ID: Root=1-67815096-03b7a7a31810d02d79098454;afdf1f04... | https://discuss.huggingface.co/t/135177 | null | 2025-01-10T16:56:05.173000Z | 2025-01-10T17:11:28.210000Z | null | 2026-09-16T07:26:00.478502Z | null | null | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/john6666/{size}/27664_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidden_post": false, "can... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/alikayh/{size}/37870_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hidde... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [194799, 194804] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:07:53.972458Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-10T17:11:28.210Z", "can_vote": false, "category_id": 9, "closed": false, "created_at": "2025-01-10T16:56:05.173Z", "fancy_title": "Coherforai I have API but I can’t Access", "featured_link": null, "has_accepted_a... | null | [] | null |
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