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forum_huggingface_133781 | forum_huggingface | problem_observation | 133781 | topic | https://discuss.huggingface.co/t/133781 | 2024-12-31T20:42:53.997000Z | createdAt | {"id": "133781", "record_type": "topic", "url": "https://discuss.huggingface.co/t/133781", "title": "Environment variable undefined", "createdAt": "2024-12-31T20:42:53.997Z", "updatedAt": "2025-01-01T10:19:37.032Z", "fetched_at": "2026-09-16T07:26:05.747053Z", "body": "<p>I wrote the following code:<br>\npipeline = Pip... | Environment variable undefined | <p>I wrote the following code:<br>
pipeline = Pipeline.from_pretrained(‘pyannote/speaker-diarization-3.1’, use_auth_token=‘hf_token’)<br>
and got the following error message:<br>
*** NameError: name ‘HF_HUB_ETAG_TIMEOUT’ is not defined<br>
What should I do?</p> | null | null | 133781 | null | Environment variable undefined | <p>I wrote the following code:<br>
pipeline = Pipeline.from_pretrained(‘pyannote/speaker-diarization-3.1’, use_auth_token=‘hf_token’)<br>
and got the following error message:<br>
*** NameError: name ‘HF_HUB_ETAG_TIMEOUT’ is not defined<br>
What should I do?</p> | https://discuss.huggingface.co/t/133781 | null | 2024-12-31T20:42:53.997000Z | 2025-01-01T10:19:37.032000Z | null | 2026-09-16T07:26:05.747053Z | 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/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 | [192852, 192878, 192907, 192910, 192914, 192915] | 6 | [] | null | null | null | topic | null | 2026-09-16T09:08:43.688939Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-01T10:19:37.032Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2024-12-31T20:42:53.997Z", "fancy_title": "Environment variable undefined", "featured_link": null, "has_accepted_answer": false, "... | null | [] | null |
forum_huggingface_133766 | forum_huggingface | problem_observation | 133766 | topic | https://discuss.huggingface.co/t/133766 | 2024-12-31T17:46:35.519000Z | createdAt | {"id": "133766", "record_type": "topic", "url": "https://discuss.huggingface.co/t/133766", "title": "How can I detect the tone of text?", "createdAt": "2024-12-31T17:46:35.519Z", "updatedAt": "2025-01-03T15:50:14.429Z", "fetched_at": "2026-09-16T07:26:05.747101Z", "body": "<p>I’m looking for a free tool where I can inp... | How can I detect the tone of text? | <p>I’m looking for a free tool where I can input any text and get one of these tones in return: <strong>neutral, formal, humorous, romantic, or attractive</strong>. Can you help me?</p>
<p>I tried to use IBM Watson, but I wasn’t successful. I also asked ChatGPT to detect tone for each sentence, which gave me good feedb... | null | null | 133766 | null | How can I detect the tone of text? | <p>I’m looking for a free tool where I can input any text and get one of these tones in return: <strong>neutral, formal, humorous, romantic, or attractive</strong>. Can you help me?</p>
<p>I tried to use IBM Watson, but I wasn’t successful. I also asked ChatGPT to detect tone for each sentence, which gave me good feedb... | https://discuss.huggingface.co/t/133766 | null | 2024-12-31T17:46:35.519000Z | 2025-01-03T15:50:14.429000Z | null | 2026-09-16T07:26:05.747101Z | 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/e5b9ba/{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 | [192837, 192871, 193340] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:08:43.898365Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-03T15:49:01.482Z", "can_vote": false, "category_id": 13, "closed": false, "created_at": "2024-12-31T17:46:35.519Z", "fancy_title": "How can I detect the tone of text?", "featured_link": null, "has_accepted_answer": fal... | null | [] | null |
github_langfuse_D_kwDOJku7Qs4AdoKl | github_langfuse | problem_observation | D_kwDOJku7Qs4AdoKl | discussion | https://github.com/orgs/langfuse/discussions/4860 | 2024-12-31T17:43:43Z | createdAt | {"id": "D_kwDOJku7Qs4AdoKl", "number": 4860, "url": "https://github.com/orgs/langfuse/discussions/4860", "title": "Tags for specific invoke of langchain", "body": "Hi,\r\n\r\nFirst of all, thank you for the amazing tool you’ve built!\r\n\r\nUntil recently, my usage of Langfuse looked like this:\r\n\r\n```\r\ndef invoke... | Tags for specific invoke of langchain | Hi,
First of all, thank you for the amazing tool you’ve built!
Until recently, my usage of Langfuse looked like this:
```
def invoke1(langfuse_handler):
langfuse_handler.tags = ["invoke_1"]
chain.invoke({"input": "<user_input>"}, config={"callbacks": [langfuse_handler]})
def invoke1(langfuse_... | null | null | D_kwDOJku7Qs4AdoKl | 4860 | Tags for specific invoke of langchain | Hi,
First of all, thank you for the amazing tool you’ve built!
Until recently, my usage of Langfuse looked like this:
```
def invoke1(langfuse_handler):
langfuse_handler.tags = ["invoke_1"]
chain.invoke({"input": "<user_input>"}, config={"callbacks": [langfuse_handler]})
def invoke1(langfuse_... | https://github.com/orgs/langfuse/discussions/4860 | null | 2024-12-31T17:43:43Z | 2025-01-02T14:56:52Z | null | 2026-09-16T07:07:25.453498Z | {"login": "RechaviaAmit"} | null | {"excluded_after_cutoff_ids": [], "nodes": [{"author": {"login": "dosubot"}, "body": "<!-- Greeting -->\nShalom, @RechaviaAmit! I'm here to assist you with any bugs, questions, or contributions you have regarding Langfuse. Let's tackle this issue together!\n\n<!-- Answer -->\nTo ensure that tags are set correctly for e... | null | false | null | {"id": "DIC_kwDOJku7Qs4CcPfS", "name": "Support"} | true | null | null | true | null | null | null | null | null | null | null | null | null | null | null | discussion | null | null | null | null | null | null |
github_litellm_I_kwDOKALCgc6kyVIi | github_litellm | problem_observation | I_kwDOKALCgc6kyVIi | issue | https://github.com/BerriAI/litellm/issues/7486 | 2024-12-31T20:24:56Z | createdAt | {"id": "I_kwDOKALCgc6kyVIi", "number": 7486, "url": "https://github.com/BerriAI/litellm/issues/7486", "title": "[Bug]: usage-based-routing-v2 fails to log successful embed event", "body": "### What happened?\n\nRouter strategy `usage-based-routing-v2` fails to successfully log embedding event.\r\n\r\nThis seems to be d... | [Bug]: usage-based-routing-v2 fails to log successful embed event | ### What happened?
Router strategy `usage-based-routing-v2` fails to successfully log embedding event.
This seems to be due to a Type Error here - https://github.com/BerriAI/litellm/blob/main/litellm/router_strategy/lowest_tpm_rpm_v2.py#L237
This could potentially be resolved with a pattern like:
```
if isinst... | null | null | I_kwDOKALCgc6kyVIi | 7486 | [Bug]: usage-based-routing-v2 fails to log successful embed event | ### What happened?
Router strategy `usage-based-routing-v2` fails to successfully log embedding event.
This seems to be due to a Type Error here - https://github.com/BerriAI/litellm/blob/main/litellm/router_strategy/lowest_tpm_rpm_v2.py#L237
This could potentially be resolved with a pattern like:
```
if isinst... | https://github.com/BerriAI/litellm/issues/7486 | null | 2024-12-31T20:24:56Z | 2026-03-25T02:01:00Z | null | 2026-09-16T07:14:32.230668Z | {"login": "Gageperrin"} | CLOSED | {"excluded_after_cutoff_ids": [], "nodes": [{"author": {"login": "superpoussin22"}, "body": "Perhaps you should edit and add a title :-)", "createdAt": "2025-01-01T13:31:25Z", "fetched_at": "2026-09-16T07:14:32.230613Z", "id": "IC_kwDOKALCgc6ZAXto", "updatedAt": "2025-01-01T13:31:25Z", "url": "https://github.com/BerriA... | null | null | 2025-01-02T00:20:47Z | null | null | null | null | true | null | null | null | null | null | null | null | null | null | null | null | issue | null | null | null | null | null | null |
github_litellm_I_kwDOKALCgc6kyCFa | github_litellm | problem_observation | I_kwDOKALCgc6kyCFa | issue | https://github.com/BerriAI/litellm/issues/7485 | 2024-12-31T17:56:06Z | createdAt | {"id": "I_kwDOKALCgc6kyCFa", "number": 7485, "url": "https://github.com/BerriAI/litellm/issues/7485", "title": "[Bug]: ui not rendering keys upon relogin", "body": "### What happened?\n\nA bug happened!\r\nThe default team interface for virtual keys has an issue where, after successfully creating a key in the default t... | [Bug]: ui not rendering keys upon relogin | ### What happened?
A bug happened!
The default team interface for virtual keys has an issue where, after successfully creating a key in the default team, logging out causes the key to disappear from the default team. However, attempting to create a key with the same name again results in an error stating that a key w... | null | null | I_kwDOKALCgc6kyCFa | 7485 | [Bug]: ui not rendering keys upon relogin | ### What happened?
A bug happened!
The default team interface for virtual keys has an issue where, after successfully creating a key in the default team, logging out causes the key to disappear from the default team. However, attempting to create a key with the same name again results in an error stating that a key w... | https://github.com/BerriAI/litellm/issues/7485 | null | 2024-12-31T17:56:06Z | 2026-03-25T02:01:00Z | null | 2026-09-16T07:14:32.230669Z | {"login": "qte123"} | CLOSED | {"excluded_after_cutoff_ids": [], "nodes": [{"author": {"login": "bioshazard"}, "body": "I just ran into this myself. Exact same behavior. Looks like it is present on `litellm:main-v1.56.5` too.", "createdAt": "2025-01-01T20:22:35Z", "fetched_at": "2026-09-16T07:14:32.230613Z", "id": "IC_kwDOKALCgc6ZA16J", "updatedAt":... | null | null | 2025-01-04T03:35:46Z | null | null | null | null | true | null | null | null | null | null | null | null | null | null | null | null | issue | null | null | null | null | null | null |
github_ollama_I_kwDOJ0Z1Ps6kyUKs | github_ollama | problem_observation | I_kwDOJ0Z1Ps6kyUKs | issue | https://github.com/ollama/ollama/issues/8277 | 2024-12-31T20:16:33Z | createdAt | {"id": "I_kwDOJ0Z1Ps6kyUKs", "number": 8277, "url": "https://github.com/ollama/ollama/issues/8277", "title": "mistral-nemo - context window 1024000?", "body": "### What is the issue?\n\nmodel_name='mistral-nemo'\r\nollama.show(model_name)['modelinfo']\r\n\r\n{'general.architecture': 'llama',\r\n 'general.basename': 'Mi... | mistral-nemo - context window 1024000? | ### What is the issue?
model_name='mistral-nemo'
ollama.show(model_name)['modelinfo']
{'general.architecture': 'llama',
'general.basename': 'Mistral-Nemo',
'general.file_type': 2,
'general.finetune': 'Instruct',
'general.languages': ['en', 'fr', 'de', 'es', 'it', 'pt', 'ru', 'zh', 'ja'],
'general.license... | null | null | I_kwDOJ0Z1Ps6kyUKs | 8277 | mistral-nemo - context window 1024000? | ### What is the issue?
model_name='mistral-nemo'
ollama.show(model_name)['modelinfo']
{'general.architecture': 'llama',
'general.basename': 'Mistral-Nemo',
'general.file_type': 2,
'general.finetune': 'Instruct',
'general.languages': ['en', 'fr', 'de', 'es', 'it', 'pt', 'ru', 'zh', 'ja'],
'general.license... | https://github.com/ollama/ollama/issues/8277 | null | 2024-12-31T20:16:33Z | 2024-12-31T20:16:33Z | null | 2026-09-16T07:11:43.060078Z | {"login": "mjaniec2013"} | OPEN | {"excluded_after_cutoff_ids": [], "nodes": [], "pageInfo": {"endCursor": null, "hasNextPage": false}, "page_log": [{"created_at_max": null, "created_at_min": null, "end_cursor": null, "fetched_at": "2026-09-16T07:11:43.059889Z", "has_next_page": false, "request_cursor": null, "returned_count": 0}], "totalCount": 0} | null | null | null | null | null | null | null | true | null | null | null | null | null | null | null | null | null | null | null | issue | null | null | null | null | null | null |
github_ollama_I_kwDOJ0Z1Ps6kyG8j | github_ollama | problem_observation | I_kwDOJ0Z1Ps6kyG8j | issue | https://github.com/ollama/ollama/issues/8276 | 2024-12-31T18:28:27Z | createdAt | {"id": "I_kwDOJ0Z1Ps6kyG8j", "number": 8276, "url": "https://github.com/ollama/ollama/issues/8276", "title": "Ollama cannot load model after several hours on some GPUs", "body": "### What is the issue?\n\nIt works well on L20 GPU.\r\nWhen I switch to H20 GPU, ollama died after several hours. It cannot load model, when ... | Ollama cannot load model after several hours on some GPUs | ### What is the issue?
It works well on L20 GPU.
When I switch to H20 GPU, ollama died after several hours. It cannot load model, when I run 'ollama run gemma2:2b', it takes infinite time (as shown in the screenshot). But 'ollama serve -h' works.
. But 'ollama serve -h' works.
![image](https://github.com/user-attachments/assets/a9c97250-5afc-457d... | https://github.com/ollama/ollama/issues/8276 | null | 2024-12-31T18:28:27Z | 2025-01-13T01:49:53Z | null | 2026-09-16T07:11:43.060079Z | {"login": "QichangZheng"} | CLOSED | {"excluded_after_cutoff_ids": [], "nodes": [{"author": {"login": "rick-github"}, "body": "[Server logs](https://github.com/ollama/ollama/blob/main/docs/troubleshooting.md#how-to-troubleshoot-issues) may aid in debugging.", "createdAt": "2025-01-01T00:19:47Z", "fetched_at": "2026-09-16T07:11:43.059889Z", "id": "IC_kwDOJ... | null | null | 2025-01-13T01:49:53Z | null | null | null | null | true | null | null | null | null | null | null | null | null | null | null | null | issue | null | null | null | null | null | null |
github_ollama_I_kwDOJ0Z1Ps6kx2Iw | github_ollama | problem_observation | I_kwDOJ0Z1Ps6kx2Iw | issue | https://github.com/ollama/ollama/issues/8275 | 2024-12-31T16:38:09Z | createdAt | {"id": "I_kwDOJ0Z1Ps6kx2Iw", "number": 8275, "url": "https://github.com/ollama/ollama/issues/8275", "title": "Magnet download", "body": "Support Magnet download model.\r\nollama Magnet saves bandwidth, disk life, faster speed.\r\n\r\n### Need to do\r\n- ollama site models Generates Magnet link.\r\n- ollama Magnet seedi... | Magnet download | Support Magnet download model.
ollama Magnet saves bandwidth, disk life, faster speed.
### Need to do
- ollama site models Generates Magnet link.
- ollama Magnet seeding. | null | null | I_kwDOJ0Z1Ps6kx2Iw | 8275 | Magnet download | Support Magnet download model.
ollama Magnet saves bandwidth, disk life, faster speed.
### Need to do
- ollama site models Generates Magnet link.
- ollama Magnet seeding. | https://github.com/ollama/ollama/issues/8275 | null | 2024-12-31T16:38:09Z | 2025-01-08T17:42:39Z | null | 2026-09-16T07:11:43.060081Z | null | CLOSED | {"excluded_after_cutoff_ids": [], "nodes": [{"author": {"login": "mchiang0610"}, "body": "Hey @Zig-VS-TypeScript-VS thank you for submitting this idea! It's a potential solution for speeding up model downloads. \r\n\r\nOllama is currently working directly with content delivery networks to help accelerate downloads. We ... | null | null | 2025-01-08T17:42:39Z | null | null | null | null | true | null | null | null | null | null | null | null | null | null | null | null | issue | null | null | null | null | null | null |
github_openhands_I_kwDOLfkiw86kx9kF | github_openhands | problem_observation | I_kwDOLfkiw86kx9kF | issue | https://github.com/OpenHands/OpenHands/issues/5943 | 2024-12-31T17:24:05Z | createdAt | {"id": "I_kwDOLfkiw86kx9kF", "number": 5943, "url": "https://github.com/OpenHands/OpenHands/issues/5943", "title": "[Bug]: `SANDBOX_USE_HOST_NETWORK=true` Error: Container openhands-runtime-rw4CAy3vto3MnbaaAAAD not found", "body": "### Is there an existing issue for the same bug?\n\n- [X] I have checked the existing is... | [Bug]: `SANDBOX_USE_HOST_NETWORK=true` Error: Container openhands-runtime-rw4CAy3vto3MnbaaAAAD not found | ### Is there an existing issue for the same bug?
- [X] I have checked the existing issues.
### Describe the bug and reproduction steps
I am using OpenHands on Windows 11 / WSL. And I would like to interact with a web server that the agent has spun up. I tried to do it with `SANDBOX_USE_HOST_NETWORK=true` and / or wi... | null | null | I_kwDOLfkiw86kx9kF | 5943 | [Bug]: `SANDBOX_USE_HOST_NETWORK=true` Error: Container openhands-runtime-rw4CAy3vto3MnbaaAAAD not found | ### Is there an existing issue for the same bug?
- [X] I have checked the existing issues.
### Describe the bug and reproduction steps
I am using OpenHands on Windows 11 / WSL. And I would like to interact with a web server that the agent has spun up. I tried to do it with `SANDBOX_USE_HOST_NETWORK=true` and / or wi... | https://github.com/OpenHands/OpenHands/issues/5943 | null | 2024-12-31T17:24:05Z | 2025-02-07T01:58:34Z | null | 2026-09-16T06:50:48.120006Z | {"login": "herrschmidt"} | CLOSED | {"excluded_after_cutoff_ids": [], "nodes": [{"author": {"login": "github-actions"}, "body": "This issue is stale because it has been open for 30 days with no activity. Remove stale label or comment or this will be closed in 7 days.", "createdAt": "2025-01-31T01:57:07Z", "fetched_at": "2026-09-16T06:50:48.119916Z", "id"... | null | null | 2025-02-07T01:58:34Z | null | null | null | null | true | null | null | null | null | null | null | null | null | null | null | null | issue | null | null | null | null | null | null |
github_ragflow_I_kwDOK4sStM6kyiZn | github_ragflow | problem_observation | I_kwDOK4sStM6kyiZn | issue | https://github.com/infiniflow/ragflow/issues/4316 | 2024-12-31T22:47:22Z | createdAt | {"id": "I_kwDOK4sStM6kyiZn", "number": 4316, "url": "https://github.com/infiniflow/ragflow/issues/4316", "title": "[Feature Request]: Support LLMs, embeddings & reranking models served through vLLM", "body": "### Is there an existing issue for the same feature request?\n\n- [X] I have checked the existing issues.\n\n##... | [Feature Request]: Support LLMs, embeddings & reranking models served through vLLM | ### Is there an existing issue for the same feature request?
- [X] I have checked the existing issues.
### Is your feature request related to a problem?
_No response_
### Describe the feature you'd like
It would be great if RAGflow could support LLMs served through vLLM's OpenAI-compatible APi server, and if RAGfl... | null | null | I_kwDOK4sStM6kyiZn | 4316 | [Feature Request]: Support LLMs, embeddings & reranking models served through vLLM | ### Is there an existing issue for the same feature request?
- [X] I have checked the existing issues.
### Is your feature request related to a problem?
_No response_
### Describe the feature you'd like
It would be great if RAGflow could support LLMs served through vLLM's OpenAI-compatible APi server, and if RAGfl... | https://github.com/infiniflow/ragflow/issues/4316 | null | 2024-12-31T22:47:22Z | 2025-02-25T18:36:25Z | null | 2026-09-16T07:16:45.596463Z | {"login": "K-Mistele"} | CLOSED | {"excluded_after_cutoff_ids": [], "nodes": [{"author": {"login": "KevinHuSh"}, "body": "What about this?\r\n\r\n", "createdAt": "2025-01-02T01:49:09Z", "fetched_at": "2026-09-16T07:16:45.596252Z", "id": "IC_kwDOK4sStM6ZBKgM", "upda... | null | null | 2025-02-21T01:34:14Z | null | null | null | null | true | null | null | null | null | null | null | null | null | null | null | null | issue | null | null | null | null | null | null |
github_ragflow_I_kwDOK4sStM6kyQRq | github_ragflow | problem_observation | I_kwDOK4sStM6kyQRq | issue | https://github.com/infiniflow/ragflow/issues/4315 | 2024-12-31T19:42:54Z | createdAt | {"id": "I_kwDOK4sStM6kyQRq", "number": 4315, "url": "https://github.com/infiniflow/ragflow/issues/4315", "title": "[Feature Request]: View / edit / clone detailed settings of already added models in \"Model providers\"", "body": "### Is there an existing issue for the same feature request?\n\n- [X] I have checked the e... | [Feature Request]: View / edit / clone detailed settings of already added models in "Model providers" | ### Is there an existing issue for the same feature request?
- [X] I have checked the existing issues.
### Is your feature request related to a problem?
_No response_
### Describe the feature you'd like
After successfully adding a model in the "Model providers" section, it is not possible to visualise the associat... | null | null | I_kwDOK4sStM6kyQRq | 4315 | [Feature Request]: View / edit / clone detailed settings of already added models in "Model providers" | ### Is there an existing issue for the same feature request?
- [X] I have checked the existing issues.
### Is your feature request related to a problem?
_No response_
### Describe the feature you'd like
After successfully adding a model in the "Model providers" section, it is not possible to visualise the associat... | https://github.com/infiniflow/ragflow/issues/4315 | null | 2024-12-31T19:42:54Z | 2026-08-27T01:59:01Z | null | 2026-09-16T07:16:45.596469Z | {"login": "benja0x40"} | CLOSED | {"excluded_after_cutoff_ids": [], "nodes": [{"author": {"login": "BadwomanCraZY"}, "body": "Hi! 👋\n\nApologies for the late reply, and thank you so much for your suggestion regarding RAGFlow! 🙏 At the moment, the parameter editing and common settings are based on the default configurations provided by the model. We’r... | null | null | 2026-08-27T01:59:01Z | null | null | null | null | true | null | null | null | null | null | null | null | null | null | null | null | issue | null | null | null | null | null | null |
github_tensorrt_llm_I_kwDOKH5No86kybsb | github_tensorrt_llm | problem_observation | I_kwDOKH5No86kybsb | issue | https://github.com/NVIDIA/TensorRT-LLM/issues/2641 | 2024-12-31T21:29:13Z | createdAt | {"id": "I_kwDOKH5No86kybsb", "number": 2641, "url": "https://github.com/NVIDIA/TensorRT-LLM/issues/2641", "title": "Failed to build engine with lookahead_decoding", "body": "### System Info\n\n- 8x 4090 on dual Epyc server running Debian testing\n- CUDA toolkit version 12.6.3, driver version 565.77\n- Release container... | Failed to build engine with lookahead_decoding | ### System Info
- 8x 4090 on dual Epyc server running Debian testing
- CUDA toolkit version 12.6.3, driver version 565.77
- Release container compiled from main branch
### Who can help?
@byshiue
### Information
- [x] The official example scripts
- [ ] My own modified scripts
### Tasks
- [x] An officially suppor... | null | null | I_kwDOKH5No86kybsb | 2641 | Failed to build engine with lookahead_decoding | ### System Info
- 8x 4090 on dual Epyc server running Debian testing
- CUDA toolkit version 12.6.3, driver version 565.77
- Release container compiled from main branch
### Who can help?
@byshiue
### Information
- [x] The official example scripts
- [ ] My own modified scripts
### Tasks
- [x] An officially suppor... | https://github.com/NVIDIA/TensorRT-LLM/issues/2641 | null | 2024-12-31T21:29:13Z | 2026-08-20T21:05:41Z | null | 2026-09-16T07:08:26.241987Z | {"login": "aikitoria"} | CLOSED | {"excluded_after_cutoff_ids": [], "nodes": [{"author": {"login": "karljang"}, "body": "Sorry we never replied to this one. Closing as stale since the TensorRT engine-build path is deprecated in favor of the PyTorch backend. Please open a new issue if the problem persists in the latest version.\n", "createdAt": "2026-08... | null | null | 2026-08-20T21:05:41Z | null | null | null | null | true | null | null | null | null | null | null | null | null | null | null | null | issue | null | null | null | null | null | null |
forum_huggingface_138375 | forum_huggingface | problem_observation | 138375 | topic | https://discuss.huggingface.co/t/138375 | 2025-01-31T22:13:19.868000Z | createdAt | {"id": "138375", "record_type": "topic", "url": "https://discuss.huggingface.co/t/138375", "title": "Incorrect Cross Attention Values from Generate Function of ORTModelForVision2Seq", "createdAt": "2025-01-31T22:13:19.868Z", "updatedAt": "2025-02-01T20:33:21.791Z", "fetched_at": "2026-09-16T07:25:45.817889Z", "body": "... | Incorrect Cross Attention Values from Generate Function of ORTModelForVision2Seq | <p>I’ve converted a DONUT model to fp16 to ONNX with optimum utilizing the <code>onnx_export_from_model</code> function:</p>
<pre><code class="lang-auto">model = VisionEncoderDecoderModel.from_pretrained(model_dir)
model.load_state_dict(state_dict, assign=True)
model.eval()
model = model.half()
model = model.to(DEVICE... | null | null | 138375 | null | Incorrect Cross Attention Values from Generate Function of ORTModelForVision2Seq | <p>I’ve converted a DONUT model to fp16 to ONNX with optimum utilizing the <code>onnx_export_from_model</code> function:</p>
<pre><code class="lang-auto">model = VisionEncoderDecoderModel.from_pretrained(model_dir)
model.load_state_dict(state_dict, assign=True)
model.eval()
model = model.half()
model = model.to(DEVICE... | https://discuss.huggingface.co/t/138375 | null | 2025-01-31T22:13:19.868000Z | 2025-02-01T20:33:21.791000Z | null | 2026-09-16T07:25:45.817889Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 2, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/katewinslet/{size}/26764_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/c/ed8c4c/{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 | [199258, 199264, 199273, 199429] | 4 | [] | null | null | null | topic | null | 2026-09-16T09:06:28.790777Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-02-01T20:33:21.791Z", "can_vote": false, "category_id": 59, "closed": false, "created_at": "2025-01-31T22:13:19.868Z", "fancy_title": "Incorrect Cross Attention Values from Generate Function of ORTModelForVision2Seq", "fe... | null | [] | null |
forum_huggingface_138356 | forum_huggingface | problem_observation | 138356 | topic | https://discuss.huggingface.co/t/138356 | 2025-01-31T19:09:09.505000Z | createdAt | {"id": "138356", "record_type": "topic", "url": "https://discuss.huggingface.co/t/138356", "title": "Log out Button for HuggingFace", "createdAt": "2025-01-31T19:09:09.505Z", "updatedAt": "2025-02-01T04:57:31.550Z", "fetched_at": "2026-09-16T07:25:45.817934Z", "body": "<p>As the title simply says i am searching and try... | Log out Button for HuggingFace | <p>As the title simply says i am searching and trying to find a was to log out of my hugging face account through browser does it not have a way to simply press “log out” ?</p> | null | null | 138356 | null | Log out Button for HuggingFace | <p>As the title simply says i am searching and trying to find a was to log out of my hugging face account through browser does it not have a way to simply press “log out” ?</p> | https://discuss.huggingface.co/t/138356 | null | 2025-01-31T19:09:09.505000Z | 2025-02-01T04:57:31.550000Z | null | 2026-09-16T07:25:45.817934Z | 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": "https://avatars.discourse-cdn.com/v4/letter/n/ecccb3/{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 | [199237, 199285] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:06:29.014531Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-02-01T04:57:31.550Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-31T19:09:09.505Z", "fancy_title": "Log out Button for HuggingFace", "featured_link": null, "has_accepted_answer": false, "... | null | [] | null |
forum_huggingface_138351 | forum_huggingface | problem_observation | 138351 | topic | https://discuss.huggingface.co/t/138351 | 2025-01-31T18:38:18.115000Z | createdAt | {"id": "138351", "record_type": "topic", "url": "https://discuss.huggingface.co/t/138351", "title": "CSV Competition - Cannot reach Hugging Face Hub", "createdAt": "2025-01-31T18:38:18.115Z", "updatedAt": "2025-02-01T06:19:55.533Z", "fetched_at": "2026-09-16T07:25:45.817983Z", "body": "<p>I am testing my huggingface co... | CSV Competition - Cannot reach Hugging Face Hub | <p>I am testing my huggingface competition space and am facing issues when trying to submit a csv of predictions, as the Huggingface Hub is unreachable. However, according to <a href="https://status.huggingface.co/">https://status.huggingface.co/</a> the Huggingface Hub is operational. Could you please let me know how ... | null | null | 138351 | null | CSV Competition - Cannot reach Hugging Face Hub | <p>I am testing my huggingface competition space and am facing issues when trying to submit a csv of predictions, as the Huggingface Hub is unreachable. However, according to <a href="https://status.huggingface.co/">https://status.huggingface.co/</a> the Huggingface Hub is operational. Could you please let me know how ... | https://discuss.huggingface.co/t/138351 | null | 2025-01-31T18:38:18.115000Z | 2025-02-01T06:19:55.533000Z | null | 2026-09-16T07:25:45.817983Z | 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/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 | [199231, 199295, 199298, 199414] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:06:29.316945Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-02-01T06:19:55.533Z", "can_vote": false, "category_id": 23, "closed": true, "created_at": "2025-01-31T18:38:18.115Z", "fancy_title": "CSV Competition - Cannot reach Hugging Face Hub", "featured_link": null, "has_accepted_... | null | [] | null |
forum_huggingface_138348 | forum_huggingface | problem_observation | 138348 | topic | https://discuss.huggingface.co/t/138348 | 2025-01-31T18:21:12.230000Z | createdAt | {"id": "138348", "record_type": "topic", "url": "https://discuss.huggingface.co/t/138348", "title": "Archived versions of Open LLM Leaderboard", "createdAt": "2025-01-31T18:21:12.230Z", "updatedAt": "2025-02-01T05:26:06.092Z", "fetched_at": "2026-09-16T07:25:45.818027Z", "body": "<p>Is there any way to find archived ve... | Archived versions of Open LLM Leaderboard | <p>Is there any way to find archived versions of the open LLM leaderboard–i.e., snapshots of what the leaderboard rankings were 1 week ago, 2 weeks ago, etc.?</p>
<p>I looked around on the leaderboard homepage and can’t seem to find any information about this. Thank you!</p> | null | null | 138348 | null | Archived versions of Open LLM Leaderboard | <p>Is there any way to find archived versions of the open LLM leaderboard–i.e., snapshots of what the leaderboard rankings were 1 week ago, 2 weeks ago, etc.?</p>
<p>I looked around on the leaderboard homepage and can’t seem to find any information about this. Thank you!</p> | https://discuss.huggingface.co/t/138348 | null | 2025-01-31T18:21:12.230000Z | 2025-02-01T05:26:06.092000Z | null | 2026-09-16T07:25:45.818027Z | 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/b9e5f3/{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 | [199228, 199287] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:06:29.580013Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-02-01T05:26:06.092Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-31T18:21:12.230Z", "fancy_title": "Archived versions of Open LLM Leaderboard", "featured_link": null, "has_accepted_answer... | null | [] | null |
forum_huggingface_138346 | forum_huggingface | problem_observation | 138346 | topic | https://discuss.huggingface.co/t/138346 | 2025-01-31T18:05:41.566000Z | createdAt | {"id": "138346", "record_type": "topic", "url": "https://discuss.huggingface.co/t/138346", "title": "HF Inference API Defaulting to Stream=True", "createdAt": "2025-01-31T18:05:41.566Z", "updatedAt": "2025-02-01T20:35:45.592Z", "fetched_at": "2026-09-16T07:25:45.818054Z", "body": "<p>Inference API delivering 503 errors... | HF Inference API Defaulting to Stream=True | <p>Inference API delivering 503 errors for all models. Sketchy documentation on Inference Client vs Inference API. A streaming response without a way to add parameters. Calling the same model from two different applications/accounts get vastly different results. Doesn’t seem like the same model…</p>
<p><strong>Applicat... | null | null | 138346 | null | HF Inference API Defaulting to Stream=True | <p>Inference API delivering 503 errors for all models. Sketchy documentation on Inference Client vs Inference API. A streaming response without a way to add parameters. Calling the same model from two different applications/accounts get vastly different results. Doesn’t seem like the same model…</p>
<p><strong>Applicat... | https://discuss.huggingface.co/t/138346 | null | 2025-01-31T18:05:41.566000Z | 2025-02-01T20:35:45.592000Z | null | 2026-09-16T07:25:45.818054Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/hatman/{size}/27670_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 | [199226] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:06:29.772932Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-02-01T20:35:45.373Z", "can_vote": false, "category_id": 23, "closed": false, "created_at": "2025-01-31T18:05:41.566Z", "fancy_title": "HF Inference API Defaulting to Stream=True", "featured_link": null, "has_accepted_answ... | null | [] | null |
forum_huggingface_138344 | forum_huggingface | problem_observation | 138344 | topic | https://discuss.huggingface.co/t/138344 | 2025-01-31T18:03:27.155000Z | createdAt | {"id": "138344", "record_type": "topic", "url": "https://discuss.huggingface.co/t/138344", "title": "Space Not Able to Pull from Model Library", "createdAt": "2025-01-31T18:03:27.155Z", "updatedAt": "2025-02-06T15:44:21.287Z", "fetched_at": "2026-09-16T07:25:45.818098Z", "body": "<p>This <a href=\"https://huggingface.c... | Space Not Able to Pull from Model Library | <p>This <a href="https://huggingface.co/spaces/Hatman/deepseek-janus">space</a>. Is unable to pull from model library. The exact same code in a different space/account works.</p> | null | null | 138344 | null | Space Not Able to Pull from Model Library | <p>This <a href="https://huggingface.co/spaces/Hatman/deepseek-janus">space</a>. Is unable to pull from model library. The exact same code in a different space/account works.</p> | https://discuss.huggingface.co/t/138344 | null | 2025-01-31T18:03:27.155000Z | 2025-02-06T15:44:21.287000Z | null | 2026-09-16T07:25:45.818098Z | 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/hatman/{size}/27670_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 | [199224, 199288, 199433, 199670, 199674, 199691, 199829, 199833, 200422, 200442, 200527, 200541, 200630] | 12 | [] | null | null | null | topic | null | 2026-09-16T09:06:30.282630Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-02-06T15:44:21.287Z", "can_vote": false, "category_id": 24, "closed": true, "created_at": "2025-01-31T18:03:27.155Z", "fancy_title": "Space Not Able to Pull from Model Library", "featured_link": null, "has_accepted_answer... | null | [] | null |
forum_huggingface_138301 | forum_huggingface | problem_observation | 138301 | topic | https://discuss.huggingface.co/t/138301 | 2025-01-31T12:12:04.213000Z | createdAt | {"id": "138301", "record_type": "topic", "url": "https://discuss.huggingface.co/t/138301", "title": "Fail to deploy newer models", "createdAt": "2025-01-31T12:12:04.213Z", "updatedAt": "2025-02-05T17:34:47.351Z", "fetched_at": "2026-09-16T07:25:45.818159Z", "body": "<p>Hi,</p>\n<p>I am trying to deploy Qwen2.5-VL-7B-In... | Fail to deploy newer models | <p>Hi,</p>
<p>I am trying to deploy Qwen2.5-VL-7B-Instruct and Deepseek-VL2-tiny to an instance of GPU · Nvidia L40S · 1x GPU · 48 GB.<br>
This is what I get (pretty much the same for both):</p>
<pre><code class="lang-auto">[Server message]Endpoint failed to start
See details
Exit code: 3. Reason: py", line 569, in __a... | null | null | 138301 | null | Fail to deploy newer models | <p>Hi,</p>
<p>I am trying to deploy Qwen2.5-VL-7B-Instruct and Deepseek-VL2-tiny to an instance of GPU · Nvidia L40S · 1x GPU · 48 GB.<br>
This is what I get (pretty much the same for both):</p>
<pre><code class="lang-auto">[Server message]Endpoint failed to start
See details
Exit code: 3. Reason: py", line 569, in __a... | https://discuss.huggingface.co/t/138301 | null | 2025-01-31T12:12:04.213000Z | 2025-02-05T17:34:47.351000Z | null | 2026-09-16T07:25:45.818159Z | 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/n/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 | [199170, 199176, 199190, 199203, 200316] | 5 | [] | null | null | null | topic | null | 2026-09-16T09:06:30.655295Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-02-05T17:34:47.351Z", "can_vote": false, "category_id": 64, "closed": false, "created_at": "2025-01-31T12:12:04.213Z", "fancy_title": "Fail to deploy newer models", "featured_link": null, "has_accepted_answer": false, "ha... | null | [] | null |
forum_huggingface_138296 | forum_huggingface | problem_observation | 138296 | topic | https://discuss.huggingface.co/t/138296 | 2025-01-31T11:39:21.963000Z | createdAt | {"id": "138296", "record_type": "topic", "url": "https://discuss.huggingface.co/t/138296", "title": "Has Anyone Successfully Fine-Tuned Whisper for a Local Language for better accuracy", "createdAt": "2025-01-31T11:39:21.963Z", "updatedAt": "2025-05-28T14:53:18.019Z", "fetched_at": "2026-09-16T07:25:45.818223Z", "body"... | Has Anyone Successfully Fine-Tuned Whisper for a Local Language for better accuracy | <p>Hello everyone,<br>
am fairly new to Al and coding, and Im curious about fine-tuning OpenAl’s Whisper model to improve its accuracy for a local language. Has anyone here successfully fine-tuned Whisper? If so, how did you do it? What tools, frameworks, or techniques did you use? What method work best? tried doing it... | null | null | 138296 | null | Has Anyone Successfully Fine-Tuned Whisper for a Local Language for better accuracy | <p>Hello everyone,<br>
am fairly new to Al and coding, and Im curious about fine-tuning OpenAl’s Whisper model to improve its accuracy for a local language. Has anyone here successfully fine-tuned Whisper? If so, how did you do it? What tools, frameworks, or techniques did you use? What method work best? tried doing it... | https://discuss.huggingface.co/t/138296 | null | 2025-01-31T11:39:21.963000Z | 2025-05-28T14:53:18.019000Z | null | 2026-09-16T07:25:45.818223Z | 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/searchia/{size}/40109_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 | [199163, 199179, 199613, 211538, 211543, 224364] | 6 | [] | null | null | null | topic | null | 2026-09-16T09:06:30.895504Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-05-28T14:53:18.040Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-31T11:39:21.963Z", "fancy_title": "Has Anyone Successfully Fine-Tuned Whisper for a Local Language for better accuracy", "... | null | [] | null |
forum_huggingface_138281 | forum_huggingface | problem_observation | 138281 | topic | https://discuss.huggingface.co/t/138281 | 2025-01-31T10:19:32.860000Z | createdAt | {"id": "138281", "record_type": "topic", "url": "https://discuss.huggingface.co/t/138281", "title": "Background remover benchmark", "createdAt": "2025-01-31T10:19:32.860Z", "updatedAt": "2025-01-31T10:19:32.937Z", "fetched_at": "2026-09-16T07:25:45.818267Z", "body": "<p>Excited to share the Background Removal Arena on ... | Background remover benchmark | <p>Excited to share the Background Removal Arena on Hugging Face Spaces!</p>
<p>This project lets you easily compare different background removal algorithms on a set of challenging images, focusing on hair, fur, and transparency.</p>
<p>Contribute your feedback and help us identify the top-performing models!</p>
<p>Try... | null | null | 138281 | null | Background remover benchmark | <p>Excited to share the Background Removal Arena on Hugging Face Spaces!</p>
<p>This project lets you easily compare different background removal algorithms on a set of challenging images, focusing on hair, fur, and transparency.</p>
<p>Contribute your feedback and help us identify the top-performing models!</p>
<p>Try... | https://discuss.huggingface.co/t/138281 | null | 2025-01-31T10:19:32.860000Z | 2025-01-31T10:19:32.937000Z | null | 2026-09-16T07:25:45.818267Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/t/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 | [199146] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:06:30.922279Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-31T10:19:32.937Z", "can_vote": false, "category_id": 12, "closed": false, "created_at": "2025-01-31T10:19:32.860Z", "fancy_title": "Background remover benchmark", "featured_link": null, "has_accepted_answer": false, "h... | null | [] | null |
forum_huggingface_138276 | forum_huggingface | problem_observation | 138276 | topic | https://discuss.huggingface.co/t/138276 | 2025-01-31T09:40:30.066000Z | createdAt | {"id": "138276", "record_type": "topic", "url": "https://discuss.huggingface.co/t/138276", "title": "Getting 401 Unauthorized while downloading models via Tabby", "createdAt": "2025-01-31T09:40:30.066Z", "updatedAt": "2025-02-01T11:47:33.832Z", "fetched_at": "2026-09-16T07:25:45.818297Z", "body": "<p>I am facing an iss... | Getting 401 Unauthorized while downloading models via Tabby | <p>I am facing an issue while downloading the models via Tabby.ai. Earlier it was working fine but, since yesterday evening it has stopped working.</p>
<p>root@ip-172-31-10-103:/home/ubuntu/tabby/tabby/target/debug# ./tabby serve --model Qwen2.5-Coder-14B --port 8723 --host 0.0.0.0<br>
2025-01-31T09:36:18.486111Z WARN... | null | null | 138276 | null | Getting 401 Unauthorized while downloading models via Tabby | <p>I am facing an issue while downloading the models via Tabby.ai. Earlier it was working fine but, since yesterday evening it has stopped working.</p>
<p>root@ip-172-31-10-103:/home/ubuntu/tabby/tabby/target/debug# ./tabby serve --model Qwen2.5-Coder-14B --port 8723 --host 0.0.0.0<br>
2025-01-31T09:36:18.486111Z WARN... | https://discuss.huggingface.co/t/138276 | null | 2025-01-31T09:40:30.066000Z | 2025-02-01T11:47:33.832000Z | null | 2026-09-16T07:25:45.818297Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/jparrill/{size}/40173_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/a/bb73d2/{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 | [199139, 199182, 199338] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:06:31.103429Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-02-01T11:47:33.832Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-31T09:40:30.066Z", "fancy_title": "Getting 401 Unauthorized while downloading models via Tabby", "featured_link": null, "h... | null | [] | null |
forum_huggingface_138234 | forum_huggingface | problem_observation | 138234 | topic | https://discuss.huggingface.co/t/138234 | 2025-01-31T02:57:09.876000Z | createdAt | {"id": "138234", "record_type": "topic", "url": "https://discuss.huggingface.co/t/138234", "title": "How to access Gradio components created dynamically in a global function", "createdAt": "2025-01-31T02:57:09.876Z", "updatedAt": "2025-02-01T00:25:43.495Z", "fetched_at": "2026-09-16T07:25:45.818328Z", "body": "<p>My go... | How to access Gradio components created dynamically in a global function | <p>My goal:</p>
<ol>
<li>drop a list of files.</li>
<li>Read files and extract columns.</li>
<li>Dynamically generate dropdown componenets so the user can select the source and target columns.</li>
<li>I need to return (globally) all the selections, so I can use them with process_files() function.<br>
I think (3) it sh... | null | null | 138234 | null | How to access Gradio components created dynamically in a global function | <p>My goal:</p>
<ol>
<li>drop a list of files.</li>
<li>Read files and extract columns.</li>
<li>Dynamically generate dropdown componenets so the user can select the source and target columns.</li>
<li>I need to return (globally) all the selections, so I can use them with process_files() function.<br>
I think (3) it sh... | https://discuss.huggingface.co/t/138234 | null | 2025-01-31T02:57:09.876000Z | 2025-02-01T00:25:43.495000Z | null | 2026-09-16T07:25:45.818328Z | 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/l/5fc32e/{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 | [199074, 199112, 199195, 199213, 199253, 199265] | 6 | [] | null | null | null | topic | null | 2026-09-16T09:06:31.369094Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-02-01T00:25:43.495Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-31T02:57:09.876Z", "fancy_title": "How to access Gradio components created dynamically in a global function", "featured_li... | null | [] | null |
forum_huggingface_138224 | forum_huggingface | problem_observation | 138224 | topic | https://discuss.huggingface.co/t/138224 | 2025-01-31T01:24:15.249000Z | createdAt | {"id": "138224", "record_type": "topic", "url": "https://discuss.huggingface.co/t/138224", "title": "Download DeepSeek R1 685B locally for future fine tuneing", "createdAt": "2025-01-31T01:24:15.249Z", "updatedAt": "2025-01-31T03:46:34.739Z", "fetched_at": "2026-09-16T07:25:45.818373Z", "body": "<p>Hello,</p>\n<p>I wan... | Download DeepSeek R1 685B locally for future fine tuneing | <p>Hello,</p>
<p>I want to download deepseek-ai/DeepSeek-R1 for fine tuning. Here is my code and the error I get:</p>
<pre data-code-wrap="from"><code class="lang-from">import os
import torch
# Define the model and tokenizer
model_name = "deepseek-ai/DeepSeek-R1"
save_directory = "/Volumes/Flyte3/DeepSeek_V3_R1"
# C... | null | null | 138224 | null | Download DeepSeek R1 685B locally for future fine tuneing | <p>Hello,</p>
<p>I want to download deepseek-ai/DeepSeek-R1 for fine tuning. Here is my code and the error I get:</p>
<pre data-code-wrap="from"><code class="lang-from">import os
import torch
# Define the model and tokenizer
model_name = "deepseek-ai/DeepSeek-R1"
save_directory = "/Volumes/Flyte3/DeepSeek_V3_R1"
# C... | https://discuss.huggingface.co/t/138224 | null | 2025-01-31T01:24:15.249000Z | 2025-01-31T03:46:34.739000Z | null | 2026-09-16T07:25:45.818373Z | null | null | [{"accepted_answer": true, "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_hidde... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/a/e0b2c6/{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 | [199063, 199078, 200113] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:06:31.612813Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-31T03:46:34.739Z", "can_vote": false, "category_id": 9, "closed": true, "created_at": "2025-01-31T01:24:15.249Z", "fancy_title": "Download DeepSeek R1 685B locally for future fine tuneing", "featured_link": null, "has_... | null | [] | null |
forum_huggingface_138214 | forum_huggingface | problem_observation | 138214 | topic | https://discuss.huggingface.co/t/138214 | 2025-01-30T22:49:40.372000Z | createdAt | {"id": "138214", "record_type": "topic", "url": "https://discuss.huggingface.co/t/138214", "title": "RewardTrainer Problem", "createdAt": "2025-01-30T22:49:40.372Z", "updatedAt": "2025-02-01T16:20:19.885Z", "fetched_at": "2026-09-16T07:25:45.818427Z", "body": "<p><div class=\"lightbox-wrapper\"><a class=\"lightbox\" hr... | RewardTrainer Problem | <p><div class="lightbox-wrapper"><a class="lightbox" href="https://us1.discourse-cdn.com/hellohellohello/original/3X/3/d/3d648e8c4cf79f6bda5278bbe6dafc9c7f8757c8.png" data-download-href="/uploads/short-url/8L6zcgOTn3cZiNjVPrcXZVTZUnK.png?dl=1" title="image" rel="noopener nofollow ugc"><img src="https://us1.discourse-cd... | null | null | 138214 | null | RewardTrainer Problem | <p><div class="lightbox-wrapper"><a class="lightbox" href="https://us1.discourse-cdn.com/hellohellohello/original/3X/3/d/3d648e8c4cf79f6bda5278bbe6dafc9c7f8757c8.png" data-download-href="/uploads/short-url/8L6zcgOTn3cZiNjVPrcXZVTZUnK.png?dl=1" title="image" rel="noopener nofollow ugc"><img src="https://us1.discourse-cd... | https://discuss.huggingface.co/t/138214 | null | 2025-01-30T22:49:40.372000Z | 2025-02-01T16:20:19.885000Z | null | 2026-09-16T07:25:45.818427Z | 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/ccd318/{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 | [199047, 199059, 199077, 199086, 199089, 199090, 199372] | 7 | [] | null | null | null | topic | null | 2026-09-16T09:06:31.826538Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-02-01T16:20:19.885Z", "can_vote": false, "category_id": 16, "closed": false, "created_at": "2025-01-30T22:49:40.372Z", "fancy_title": "RewardTrainer Problem", "featured_link": null, "has_accepted_answer": false, "has_summ... | null | [] | null |
forum_huggingface_138206 | forum_huggingface | problem_observation | 138206 | topic | https://discuss.huggingface.co/t/138206 | 2025-01-30T22:09:57.204000Z | createdAt | {"id": "138206", "record_type": "topic", "url": "https://discuss.huggingface.co/t/138206", "title": "Problem access public model?", "createdAt": "2025-01-30T22:09:57.204Z", "updatedAt": "2025-01-30T22:56:23.900Z", "fetched_at": "2026-09-16T07:25:45.818472Z", "body": "<p>I have been using yahma/Llama-2-7b-chat-hf for th... | Problem access public model? | <p>I have been using yahma/Llama-2-7b-chat-hf for the past month, but today I have suddenly developed issues. To my knowledge, nothing has changed about my environment. Below is the error message. The repo also says it was last updated in 2023, so I’m not sure what’s going on.</p>
<p><code>Traceback (most recent call l... | null | null | 138206 | null | Problem access public model? | <p>I have been using yahma/Llama-2-7b-chat-hf for the past month, but today I have suddenly developed issues. To my knowledge, nothing has changed about my environment. Below is the error message. The repo also says it was last updated in 2023, so I’m not sure what’s going on.</p>
<p><code>Traceback (most recent call l... | https://discuss.huggingface.co/t/138206 | null | 2025-01-30T22:09:57.204000Z | 2025-01-30T22:56:23.900000Z | null | 2026-09-16T07:25:45.818472Z | null | null | [{"accepted_answer": true, "actions_summary": [{"count": 4, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/wallabyfedora/{size}/37754_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/wallabyfedora/{size}/37754_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 | [199033, 199049, 199154] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:06:32.036461Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-30T22:56:23.900Z", "can_vote": false, "category_id": 5, "closed": true, "created_at": "2025-01-30T22:09:57.204Z", "fancy_title": "Problem access public model?", "featured_link": null, "has_accepted_answer": true, "has_... | null | [] | null |
forum_huggingface_138191 | forum_huggingface | problem_observation | 138191 | topic | https://discuss.huggingface.co/t/138191 | 2025-01-30T19:56:54.760000Z | createdAt | {"id": "138191", "record_type": "topic", "url": "https://discuss.huggingface.co/t/138191", "title": "Prediction/Classification problem", "createdAt": "2025-01-30T19:56:54.760Z", "updatedAt": "2025-01-30T19:56:54.843Z", "fetched_at": "2026-09-16T07:25:45.818514Z", "body": "<p>My graduation project is to train a model to... | Prediction/Classification problem | <p>My graduation project is to train a model to predict the job title using skills, education and experience. The dataset is extracted from resumes, it contains about 7409 distinct job titles. What is the suitable model for this task and why?</p> | null | null | 138191 | null | Prediction/Classification problem | <p>My graduation project is to train a model to predict the job title using skills, education and experience. The dataset is extracted from resumes, it contains about 7409 distinct job titles. What is the suitable model for this task and why?</p> | https://discuss.huggingface.co/t/138191 | null | 2025-01-30T19:56:54.760000Z | 2025-01-30T19:56:54.843000Z | null | 2026-09-16T07:25:45.818514Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/t/e95f7d/{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 | [199013] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:06:32.237207Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-30T19:56:54.843Z", "can_vote": false, "category_id": 13, "closed": false, "created_at": "2025-01-30T19:56:54.760Z", "fancy_title": "Prediction/Classification problem", "featured_link": null, "has_accepted_answer": fals... | null | [] | null |
forum_huggingface_138189 | forum_huggingface | problem_observation | 138189 | topic | https://discuss.huggingface.co/t/138189 | 2025-01-30T19:48:12.219000Z | createdAt | {"id": "138189", "record_type": "topic", "url": "https://discuss.huggingface.co/t/138189", "title": "Use of unlicensed HF datasets", "createdAt": "2025-01-30T19:48:12.219Z", "updatedAt": "2025-05-25T10:25:18.939Z", "fetched_at": "2026-09-16T07:25:45.818556Z", "body": "<p>I recently encountered an interesting concern. L... | Use of unlicensed HF datasets | <p>I recently encountered an interesting concern. Last weekend I participated in a small hackathon where one of the challenges was to identify rubber ducks on a course. Our robot had a RaspberryPi 5 onboard and we wanted to use YOLO to identify the locations of the ducks.</p>
<p>The “teddy bear” class was overly aggres... | null | null | 138189 | null | Use of unlicensed HF datasets | <p>I recently encountered an interesting concern. Last weekend I participated in a small hackathon where one of the challenges was to identify rubber ducks on a course. Our robot had a RaspberryPi 5 onboard and we wanted to use YOLO to identify the locations of the ducks.</p>
<p>The “teddy bear” class was overly aggres... | https://discuss.huggingface.co/t/138189 | null | 2025-01-30T19:48:12.219000Z | 2025-05-25T10:25:18.939000Z | null | 2026-09-16T07:25:45.818556Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/norod78/{size}/48228_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/danielritchie/{size}/26956_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 | [199011, 223925] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:06:32.587233Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-05-25T10:25:18.939Z", "can_vote": false, "category_id": 7, "closed": false, "created_at": "2025-01-30T19:48:12.219Z", "fancy_title": "Use of unlicensed HF datasets", "featured_link": null, "has_accepted_answer": false, "h... | null | [] | null |
forum_huggingface_138187 | forum_huggingface | problem_observation | 138187 | topic | https://discuss.huggingface.co/t/138187 | 2025-01-30T19:29:31.303000Z | createdAt | {"id": "138187", "record_type": "topic", "url": "https://discuss.huggingface.co/t/138187", "title": "Help for Non-programmers/non-coders", "createdAt": "2025-01-30T19:29:31.303Z", "updatedAt": "2025-02-09T06:16:40.109Z", "fetched_at": "2026-09-16T07:25:45.818602Z", "body": "<p>I hope that this is not viewed as an inapp... | Help for Non-programmers/non-coders | <p>I hope that this is not viewed as an inappropriate post.</p>
<p>I am new to the Hugging Face Hub, and I know that I’m not the only one who is struggling with the various instruction videos, articles, and tutorials that are by programmers for programmers. The information that the instructions have presume a level of ... | null | null | 138187 | null | Help for Non-programmers/non-coders | <p>I hope that this is not viewed as an inappropriate post.</p>
<p>I am new to the Hugging Face Hub, and I know that I’m not the only one who is struggling with the various instruction videos, articles, and tutorials that are by programmers for programmers. The information that the instructions have presume a level of ... | https://discuss.huggingface.co/t/138187 | null | 2025-01-30T19:29:31.303000Z | 2025-02-09T06:16:40.109000Z | null | 2026-09-16T07:25:45.818602Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 2, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/w/3ab097/{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": 5, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/w/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 | [199009, 199060, 199088, 199125, 199131, 199132, 199133, 199135, 199136, 199141, 199143, 199466, 199471, 199569, 199578, 200203, 201152, 201274] | 17 | [] | null | null | null | topic | null | 2026-09-16T09:06:32.858917Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-02-09T06:16:40.109Z", "can_vote": false, "category_id": 5, "closed": true, "created_at": "2025-01-30T19:29:31.303Z", "fancy_title": "Help for Non-programmers/non-coders", "featured_link": null, "has_accepted_answer": true... | null | [] | null |
forum_huggingface_138178 | forum_huggingface | problem_observation | 138178 | topic | https://discuss.huggingface.co/t/138178 | 2025-01-30T18:19:55.196000Z | createdAt | {"id": "138178", "record_type": "topic", "url": "https://discuss.huggingface.co/t/138178", "title": "Create a weighted loss function to handle imbalance?", "createdAt": "2025-01-30T18:19:55.196Z", "updatedAt": "2025-02-01T01:34:49.488Z", "fetched_at": "2026-09-16T07:25:45.818633Z", "body": "<p>Hi everyone,</p>\n<p>I’m ... | Create a weighted loss function to handle imbalance? | <p>Hi everyone,</p>
<p>I’m working on fine-tuning LLaMA 3.1 8B for a multi-class classification task using text data. However, my dataset is highly imbalanced, which is causing performance issues.</p>
<p>I have already tried several data augmentation techniques like back translation, paraphrasing, and contextual augmen... | null | null | 138178 | null | Create a weighted loss function to handle imbalance? | <p>Hi everyone,</p>
<p>I’m working on fine-tuning LLaMA 3.1 8B for a multi-class classification task using text data. However, my dataset is highly imbalanced, which is causing performance issues.</p>
<p>I have already tried several data augmentation techniques like back translation, paraphrasing, and contextual augmen... | https://discuss.huggingface.co/t/138178 | null | 2025-01-30T18:19:55.196000Z | 2025-02-01T01:34:49.488000Z | null | 2026-09-16T07:25:45.818633Z | 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": "https://avatars.discourse-cdn.com/v4/letter/b/e99b99/{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 | [198999, 199091, 199274, 223312] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:06:33.527086Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-05-21T12:34:50.821Z", "can_vote": false, "category_id": 9, "closed": true, "created_at": "2025-01-30T18:19:55.196Z", "fancy_title": "Create a weighted loss function to handle imbalance?", "featured_link": null, "has_accep... | null | [] | null |
forum_huggingface_138174 | forum_huggingface | problem_observation | 138174 | topic | https://discuss.huggingface.co/t/138174 | 2025-01-30T17:54:27.375000Z | createdAt | {"id": "138174", "record_type": "topic", "url": "https://discuss.huggingface.co/t/138174", "title": "I think I found a bug on HF datasets tab", "createdAt": "2025-01-30T17:54:27.375Z", "updatedAt": "2025-01-31T17:22:42.429Z", "fetched_at": "2026-09-16T07:25:45.818682Z", "body": "<p><div class=\"lightbox-wrapper\"><a cl... | I think I found a bug on HF datasets tab | <p><div class="lightbox-wrapper"><a class="lightbox" href="https://us1.discourse-cdn.com/hellohellohello/original/3X/b/f/bf4b2f9a2217da9033cf09f279dd979492d3fd2f.jpeg" data-download-href="/uploads/short-url/righu0P5S6jSLKrly7e19lDNuMf.jpeg?dl=1" title="image" rel="noopener nofollow ugc"><img src="https://us1.discourse-... | null | null | 138174 | null | I think I found a bug on HF datasets tab | <p><div class="lightbox-wrapper"><a class="lightbox" href="https://us1.discourse-cdn.com/hellohellohello/original/3X/b/f/bf4b2f9a2217da9033cf09f279dd979492d3fd2f.jpeg" data-download-href="/uploads/short-url/righu0P5S6jSLKrly7e19lDNuMf.jpeg?dl=1" title="image" rel="noopener nofollow ugc"><img src="https://us1.discourse-... | https://discuss.huggingface.co/t/138174 | null | 2025-01-30T17:54:27.375000Z | 2025-01-31T17:22:42.429000Z | null | 2026-09-16T07:25:45.818682Z | 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/gksriharsha/{size}/31325_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 | [198995, 199082, 199107, 199109, 199217, 199286] | 5 | [] | null | null | null | topic | null | 2026-09-16T09:06:33.281234Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-31T17:22:42.429Z", "can_vote": false, "category_id": 5, "closed": true, "created_at": "2025-01-30T17:54:27.375Z", "fancy_title": "I think I found a bug on HF datasets tab", "featured_link": null, "has_accepted_answer":... | null | [] | null |
forum_huggingface_138144 | forum_huggingface | problem_observation | 138144 | topic | https://discuss.huggingface.co/t/138144 | 2025-01-30T15:39:41.738000Z | createdAt | {"id": "138144", "record_type": "topic", "url": "https://discuss.huggingface.co/t/138144", "title": "Java version of transformers library?", "createdAt": "2025-01-30T15:39:41.738Z", "updatedAt": "2025-07-08T08:57:26.924Z", "fetched_at": "2026-09-16T07:25:45.818733Z", "body": "<p>Is there a Java version of the transform... | Java version of transformers library? | <p>Is there a Java version of the transformers library?</p> | null | null | 138144 | null | Java version of transformers library? | <p>Is there a Java version of the transformers library?</p> | https://discuss.huggingface.co/t/138144 | null | 2025-01-30T15:39:41.738000Z | 2025-07-08T08:57:26.924000Z | null | 2026-09-16T07:25:45.818733Z | 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/f08c70/{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 | [198957, 198978, 231526] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:06:33.516435Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-07-07T20:19:04.272Z", "can_vote": false, "category_id": 9, "closed": false, "created_at": "2025-01-30T15:39:41.738Z", "fancy_title": "Java version of transformers library?", "featured_link": null, "has_accepted_answer": f... | null | [] | null |
forum_huggingface_138112 | forum_huggingface | problem_observation | 138112 | topic | https://discuss.huggingface.co/t/138112 | 2025-01-30T11:04:40.146000Z | createdAt | {"id": "138112", "record_type": "topic", "url": "https://discuss.huggingface.co/t/138112", "title": "What is the proper way to add LoRa adapters and keep some layers trainable?", "createdAt": "2025-01-30T11:04:40.146Z", "updatedAt": "2025-01-31T11:55:50.882Z", "fetched_at": "2026-09-16T07:25:45.818767Z", "body": "<p>He... | What is the proper way to add LoRa adapters and keep some layers trainable? | <p>Hello everyone!</p>
<p>Could someone explain why if I add LoRa adapters to a diffusion model using <em>add_adapter</em> method the model layers, which I would like to keep trainable (mentioned in the config parameter <em>modules_to_save</em>), actually are not trainable?<br>
But they are trainable if I use get_peft_... | null | null | 138112 | null | What is the proper way to add LoRa adapters and keep some layers trainable? | <p>Hello everyone!</p>
<p>Could someone explain why if I add LoRa adapters to a diffusion model using <em>add_adapter</em> method the model layers, which I would like to keep trainable (mentioned in the config parameter <em>modules_to_save</em>), actually are not trainable?<br>
But they are trainable if I use get_peft_... | https://discuss.huggingface.co/t/138112 | null | 2025-01-30T11:04:40.146000Z | 2025-01-31T11:55:50.882000Z | null | 2026-09-16T07:25:45.818767Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/benjaminb/{size}/30898_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hid... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/v/8491ac/{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 | [198886, 198951, 198960, 199148, 199166] | 5 | [] | null | null | null | topic | null | 2026-09-16T09:06:33.783823Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-31T11:55:50.882Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-30T11:04:40.146Z", "fancy_title": "What is the proper way to add LoRa adapters and keep some layers trainable?", "featured... | null | [] | null |
forum_huggingface_138104 | forum_huggingface | problem_observation | 138104 | topic | https://discuss.huggingface.co/t/138104 | 2025-01-30T10:41:34.916000Z | createdAt | {"id": "138104", "record_type": "topic", "url": "https://discuss.huggingface.co/t/138104", "title": "Multiple Loss Tracking on Train and Evaluate Steps", "createdAt": "2025-01-30T10:41:34.916Z", "updatedAt": "2025-02-26T08:51:29.432Z", "fetched_at": "2026-09-16T07:25:45.818804Z", "body": "<p>Hello<br>\nI am using trans... | Multiple Loss Tracking on Train and Evaluate Steps | <p>Hello<br>
I am using transformers 4.45.2<br>
I created a model with two different tasks (so two different losses) and can train it fine. But I wanted to explicitly track both of my losses, not only single loss, during training and eval steps.<br>
I have found some work arounds to partially solve the issue, but they... | null | null | 138104 | null | Multiple Loss Tracking on Train and Evaluate Steps | <p>Hello<br>
I am using transformers 4.45.2<br>
I created a model with two different tasks (so two different losses) and can train it fine. But I wanted to explicitly track both of my losses, not only single loss, during training and eval steps.<br>
I have found some work arounds to partially solve the issue, but they... | https://discuss.huggingface.co/t/138104 | null | 2025-01-30T10:41:34.916000Z | 2025-02-26T08:51:29.432000Z | null | 2026-09-16T07:25:45.818804Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/b/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": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/b/8797f3/{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 | [198876, 198879, 205075, 205388] | 4 | [] | null | null | null | topic | null | 2026-09-16T09:06:34.098596Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-02-26T08:51:29.432Z", "can_vote": false, "category_id": 9, "closed": false, "created_at": "2025-01-30T10:41:34.916Z", "fancy_title": "Multiple Loss Tracking on Train and Evaluate Steps", "featured_link": null, "has_accept... | null | [] | null |
forum_huggingface_138087 | forum_huggingface | problem_observation | 138087 | topic | https://discuss.huggingface.co/t/138087 | 2025-01-30T10:25:36.022000Z | createdAt | {"id": "138087", "record_type": "topic", "url": "https://discuss.huggingface.co/t/138087", "title": "High variability of CPU inference times", "createdAt": "2025-01-30T10:25:36.022Z", "updatedAt": "2025-01-30T13:48:44.695Z", "fetched_at": "2026-09-16T07:25:45.818860Z", "body": "<p><strong>Problem</strong>: the inferenc... | High variability of CPU inference times | <p><strong>Problem</strong>: the inference time on CPU for the same request can differ up to 2 times.</p>
<p><strong>Details</strong>: I am running an NER pipeline using CPU. I tried with a proprietary model, its ONNX version, and with a public one (dslim/bert-base-NER). I’ve tested locally and on a Google VM. In all c... | null | null | 138087 | null | High variability of CPU inference times | <p><strong>Problem</strong>: the inference time on CPU for the same request can differ up to 2 times.</p>
<p><strong>Details</strong>: I am running an NER pipeline using CPU. I tried with a proprietary model, its ONNX version, and with a public one (dslim/bert-base-NER). I’ve tested locally and on a Google VM. In all c... | https://discuss.huggingface.co/t/138087 | null | 2025-01-30T10:25:36.022000Z | 2025-01-30T13:48:44.695000Z | null | 2026-09-16T07:25:45.818860Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 2, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/adhidevx369/{size}/39721_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/6a8cbe/{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 | [198848, 198900, 198940, 198943, 199068] | 4 | [] | null | null | null | topic | null | 2026-09-16T09:06:34.390741Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-30T13:48:44.695Z", "can_vote": false, "category_id": 5, "closed": true, "created_at": "2025-01-30T10:25:36.022Z", "fancy_title": "High variability of CPU inference times", "featured_link": null, "has_accepted_answer": ... | null | [] | null |
forum_huggingface_138086 | forum_huggingface | problem_observation | 138086 | topic | https://discuss.huggingface.co/t/138086 | 2025-01-30T10:22:45.846000Z | createdAt | {"id": "138086", "record_type": "topic", "url": "https://discuss.huggingface.co/t/138086", "title": "Aide pour Fine-Tuning et Déploiement d'un Chatbot Éducatif pour Réseaux, Systèmes et Programmation", "createdAt": "2025-01-30T10:22:45.846Z", "updatedAt": "2025-02-17T15:42:40.897Z", "fetched_at": "2026-09-16T07:25:45.8... | Aide pour Fine-Tuning et Déploiement d'un Chatbot Éducatif pour Réseaux, Systèmes et Programmation | <p>Bonjour à tous,</p>
<p>Je suis débutant dans le domaine de l’intelligence artificielle et je travaille actuellement sur un projet ambitieux de création d’un chatbot éducatif destiné à aider les apprenants en réseaux informatiques, systèmes et programmation.<br>
Objectif du Projet</p>
<p>Le but de ce projet est de dé... | null | null | 138086 | null | Aide pour Fine-Tuning et Déploiement d'un Chatbot Éducatif pour Réseaux, Systèmes et Programmation | <p>Bonjour à tous,</p>
<p>Je suis débutant dans le domaine de l’intelligence artificielle et je travaille actuellement sur un projet ambitieux de création d’un chatbot éducatif destiné à aider les apprenants en réseaux informatiques, systèmes et programmation.<br>
Objectif du Projet</p>
<p>Le but de ce projet est de dé... | https://discuss.huggingface.co/t/138086 | null | 2025-01-30T10:22:45.846000Z | 2025-02-17T15:42:40.897000Z | null | 2026-09-16T07:25:45.818903Z | 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/geek43/{size}/40081_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 | [198844, 198983] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:06:34.511659Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-30T17:21:00.986Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-30T10:22:45.846Z", "fancy_title": "Aide pour Fine-Tuning et Déploiement d’un Chatbot Éducatif pour Réseaux, Systèmes... | null | [] | null |
forum_huggingface_138081 | forum_huggingface | problem_observation | 138081 | topic | https://discuss.huggingface.co/t/138081 | 2025-01-30T09:56:46.749000Z | createdAt | {"id": "138081", "record_type": "topic", "url": "https://discuss.huggingface.co/t/138081", "title": "Metadata in batches", "createdAt": "2025-01-30T09:56:46.749Z", "updatedAt": "2025-01-30T09:56:46.806Z", "fetched_at": "2026-09-16T07:25:45.818949Z", "body": "<p>I am trying to train a very simple seq-2-seq model, with t... | Metadata in batches | <p>I am trying to train a very simple seq-2-seq model, with training data composed of the usual <code>input_ids</code>, <code>labels</code> and <code>attention_mask</code> plus an additional column that allows me to go from the batch to the original dataset (<code>example_id</code>).</p>
<p>In order to associate the e... | null | null | 138081 | null | Metadata in batches | <p>I am trying to train a very simple seq-2-seq model, with training data composed of the usual <code>input_ids</code>, <code>labels</code> and <code>attention_mask</code> plus an additional column that allows me to go from the batch to the original dataset (<code>example_id</code>).</p>
<p>In order to associate the e... | https://discuss.huggingface.co/t/138081 | null | 2025-01-30T09:56:46.749000Z | 2025-01-30T09:56:46.806000Z | null | 2026-09-16T07:25:45.818949Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/t/51bf81/{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 | [198838] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:06:34.775883Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-30T09:56:46.806Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-30T09:56:46.749Z", "fancy_title": "Metadata in batches", "featured_link": null, "has_accepted_answer": false, "has_summary... | null | [] | null |
forum_huggingface_138079 | forum_huggingface | problem_observation | 138079 | topic | https://discuss.huggingface.co/t/138079 | 2025-01-30T09:49:27.324000Z | createdAt | {"id": "138079", "record_type": "topic", "url": "https://discuss.huggingface.co/t/138079", "title": "Custom BenchMark creation", "createdAt": "2025-01-30T09:49:27.324Z", "updatedAt": "2025-02-01T12:50:23.709Z", "fetched_at": "2026-09-16T07:25:45.818981Z", "body": "<p>Hi there,</p>\n<p>I am building a lot of small proof... | Custom BenchMark creation | <p>Hi there,</p>
<p>I am building a lot of small proof of concepts and ideas for some time now. Some of them are getting attention in my company and now I am fully working on improving them.</p>
<p>Most are RAG based systems or agentic systems to automate tasks.<br>
As I am more and more updating and trying different t... | null | null | 138079 | null | Custom BenchMark creation | <p>Hi there,</p>
<p>I am building a lot of small proof of concepts and ideas for some time now. Some of them are getting attention in my company and now I am fully working on improving them.</p>
<p>Most are RAG based systems or agentic systems to automate tasks.<br>
As I am more and more updating and trying different t... | https://discuss.huggingface.co/t/138079 | null | 2025-01-30T09:49:27.324000Z | 2025-02-01T12:50:23.709000Z | null | 2026-09-16T07:25:45.818981Z | 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/bentouss/{size}/40079_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 | [198836, 199093, 199130, 199349, 199350, 199457] | 5 | [] | null | null | null | topic | null | 2026-09-16T09:06:35.081177Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-02-01T12:50:23.709Z", "can_vote": false, "category_id": 6, "closed": true, "created_at": "2025-01-30T09:49:27.324Z", "fancy_title": "Custom BenchMark creation", "featured_link": null, "has_accepted_answer": true, "has_sum... | null | [] | null |
forum_huggingface_138076 | forum_huggingface | problem_observation | 138076 | topic | https://discuss.huggingface.co/t/138076 | 2025-01-30T09:39:40.630000Z | createdAt | {"id": "138076", "record_type": "topic", "url": "https://discuss.huggingface.co/t/138076", "title": "Cannot download models", "createdAt": "2025-01-30T09:39:40.630Z", "updatedAt": "2025-01-31T03:49:22.277Z", "fetched_at": "2026-09-16T07:25:45.819031Z", "body": "<p>I cannot download models from hugging face. For example... | Cannot download models | <p>I cannot download models from hugging face. For example:<br>
$ git clone <a href="https://huggingface.co/meta-llama/Llama-3.1-70B-Instruct" class="inline-onebox">meta-llama/Llama-3.1-70B-Instruct · Hugging Face</a><br>
Cloning into ‘Llama-3.1-70B-Instruct’…<br>
Username for ': sadikkapadia2<br>
Password for ‘’: <... | null | null | 138076 | null | Cannot download models | <p>I cannot download models from hugging face. For example:<br>
$ git clone <a href="https://huggingface.co/meta-llama/Llama-3.1-70B-Instruct" class="inline-onebox">meta-llama/Llama-3.1-70B-Instruct · Hugging Face</a><br>
Cloning into ‘Llama-3.1-70B-Instruct’…<br>
Username for ': sadikkapadia2<br>
Password for ‘’: <... | https://discuss.huggingface.co/t/138076 | null | 2025-01-30T09:39:40.630000Z | 2025-01-31T03:49:22.277000Z | null | 2026-09-16T07:25:45.819031Z | 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/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 | [198831, 198833, 198839, 199038, 199040, 199081] | 6 | [] | null | null | null | topic | null | 2026-09-16T09:06:35.311562Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-31T03:49:22.277Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-30T09:39:40.630Z", "fancy_title": "Cannot download models", "featured_link": null, "has_accepted_answer": false, "has_summ... | null | [] | null |
forum_huggingface_138069 | forum_huggingface | problem_observation | 138069 | topic | https://discuss.huggingface.co/t/138069 | 2025-01-30T09:21:28.568000Z | createdAt | {"id": "138069", "record_type": "topic", "url": "https://discuss.huggingface.co/t/138069", "title": "Error while training LORA in KOHYA_SS (stabilityai/stable-diffusion-xl-base-1.0)", "createdAt": "2025-01-30T09:21:28.568Z", "updatedAt": "2025-02-11T05:38:34.894Z", "fetched_at": "2026-09-16T07:25:45.819097Z", "body": "... | Error while training LORA in KOHYA_SS (stabilityai/stable-diffusion-xl-base-1.0) | <p>Hello</p>
<p>I have provided 1 image for training. It’s a simple JPG.</p>
<p><div class="lightbox-wrapper"><a class="lightbox" href="https://us1.discourse-cdn.com/hellohellohello/original/3X/8/4/84007d0150a84bdc1d884be0b1a01ca12a0933b2.jpeg" data-download-href="/uploads/short-url/iPK4tQlRHOeOKBd1O6bR5Re3H4C.jpeg?dl=... | null | null | 138069 | null | Error while training LORA in KOHYA_SS (stabilityai/stable-diffusion-xl-base-1.0) | <p>Hello</p>
<p>I have provided 1 image for training. It’s a simple JPG.</p>
<p><div class="lightbox-wrapper"><a class="lightbox" href="https://us1.discourse-cdn.com/hellohellohello/original/3X/8/4/84007d0150a84bdc1d884be0b1a01ca12a0933b2.jpeg" data-download-href="/uploads/short-url/iPK4tQlRHOeOKBd1O6bR5Re3H4C.jpeg?dl=... | https://discuss.huggingface.co/t/138069 | null | 2025-01-30T09:21:28.568000Z | 2025-02-11T05:38:34.894000Z | null | 2026-09-16T07:25:45.819097Z | 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/d/9f8e36/{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 | [198824, 198832, 199916, 199920, 200142, 200164, 200687, 200695, 200698, 200704, 200707, 200718, 201005, 201336, 201337, 201352, 201355, 201397, 201409, 201608, 201610, 202183] | 21 | [] | null | null | null | topic | null | 2026-09-16T09:06:37.273319Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-02-11T05:38:34.894Z", "can_vote": false, "category_id": 5, "closed": true, "created_at": "2025-01-30T09:21:28.568Z", "fancy_title": "Error while training LORA in KOHYA_SS (stabilityai/stable-diffusion-xl-base-1.0)", "feat... | null | [] | null |
forum_huggingface_138045 | forum_huggingface | problem_observation | 138045 | topic | https://discuss.huggingface.co/t/138045 | 2025-01-30T06:47:35.698000Z | createdAt | {"id": "138045", "record_type": "topic", "url": "https://discuss.huggingface.co/t/138045", "title": "Tools Don't work", "createdAt": "2025-01-30T06:47:35.698Z", "updatedAt": "2025-01-30T06:52:47.781Z", "fetched_at": "2026-09-16T07:25:45.819155Z", "body": "<p>Hello , We can’t use tools in our AI Assistants. How can we u... | Tools Don't work | <p>Hello , We can’t use tools in our AI Assistants. How can we use tools in system prompt or AI Assistant in Hugging face chat.</p> | null | null | 138045 | null | Tools Don't work | <p>Hello , We can’t use tools in our AI Assistants. How can we use tools in system prompt or AI Assistant in Hugging face chat.</p> | https://discuss.huggingface.co/t/138045 | null | 2025-01-30T06:47:35.698000Z | 2025-01-30T06:52:47.781000Z | null | 2026-09-16T07:25:45.819155Z | 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 | [198790, 198795] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:06:35.757836Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-30T06:52:47.781Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-30T06:47:35.698Z", "fancy_title": "Tools Don’t work", "featured_link": null, "has_accepted_answer": false, "has_summ... | null | [] | null |
forum_huggingface_138041 | forum_huggingface | problem_observation | 138041 | topic | https://discuss.huggingface.co/t/138041 | 2025-01-30T06:27:00.371000Z | createdAt | {"id": "138041", "record_type": "topic", "url": "https://discuss.huggingface.co/t/138041", "title": "Best Model for sorting a dataset based on a user question", "createdAt": "2025-01-30T06:27:00.371Z", "updatedAt": "2025-01-30T07:08:17.525Z", "fetched_at": "2026-09-16T07:25:45.819186Z", "body": "<p>Hi ,<br>\nI have a d... | Best Model for sorting a dataset based on a user question | <p>Hi ,<br>
I have a dataset of around 100 tours which has fields like start location, end location , title , counties visted.</p>
<p>I’m trying to get a model to sort the dataset based on a use question like “find me a tour which starts in parise and goes to italy”</p>
<p>Current results are ok but the model i’m using... | null | null | 138041 | null | Best Model for sorting a dataset based on a user question | <p>Hi ,<br>
I have a dataset of around 100 tours which has fields like start location, end location , title , counties visted.</p>
<p>I’m trying to get a model to sort the dataset based on a use question like “find me a tour which starts in parise and goes to italy”</p>
<p>Current results are ok but the model i’m using... | https://discuss.huggingface.co/t/138041 | null | 2025-01-30T06:27:00.371000Z | 2025-01-30T07:08:17.525000Z | null | 2026-09-16T07:25:45.819186Z | 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/g/87869e/{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 | [198783, 198786, 198799] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:06:36.068776Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-30T08:25:19.221Z", "can_vote": false, "category_id": 13, "closed": false, "created_at": "2025-01-30T06:27:00.371Z", "fancy_title": "Best Model for sorting a dataset based on a user question", "featured_link": null, "ha... | null | [] | null |
forum_huggingface_138017 | forum_huggingface | problem_observation | 138017 | topic | https://discuss.huggingface.co/t/138017 | 2025-01-30T03:09:03.271000Z | createdAt | {"id": "138017", "record_type": "topic", "url": "https://discuss.huggingface.co/t/138017", "title": "Increase quota for Inference Endpoint", "createdAt": "2025-01-30T03:09:03.271Z", "updatedAt": "2025-02-17T15:44:05.762Z", "fetched_at": "2026-09-16T07:25:45.819237Z", "body": "<p>I’ve been emailing <a href=\"mailto:api-... | Increase quota for Inference Endpoint | <p>I’ve been emailing <a href="mailto:api-enterprise@huggingface.co">api-enterprise@huggingface.co</a> to request an increase in my quota to use the NVIDIA T4 GPU instead of the CPU. They seem to be taking a while to respond. Do you have any advice on how to expedite the process?</p> | null | null | 138017 | null | Increase quota for Inference Endpoint | <p>I’ve been emailing <a href="mailto:api-enterprise@huggingface.co">api-enterprise@huggingface.co</a> to request an increase in my quota to use the NVIDIA T4 GPU instead of the CPU. They seem to be taking a while to respond. Do you have any advice on how to expedite the process?</p> | https://discuss.huggingface.co/t/138017 | null | 2025-01-30T03:09:03.271000Z | 2025-02-17T15:44:05.762000Z | null | 2026-09-16T07:25:45.819237Z | 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/a/258eb7/{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 | [198749, 198772, 199024, 199058, 199114] | 5 | [] | null | null | null | topic | null | 2026-09-16T09:06:36.290845Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-31T07:37:46.308Z", "can_vote": false, "category_id": 64, "closed": false, "created_at": "2025-01-30T03:09:03.271Z", "fancy_title": "Increase quota for Inference Endpoint", "featured_link": null, "has_accepted_answer": ... | null | [] | null |
forum_huggingface_137995 | forum_huggingface | problem_observation | 137995 | topic | https://discuss.huggingface.co/t/137995 | 2025-01-29T23:41:12.828000Z | createdAt | {"id": "137995", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137995", "title": "Is the HF chat down?", "createdAt": "2025-01-29T23:41:12.828Z", "updatedAt": "2025-01-30T08:43:33.502Z", "fetched_at": "2026-09-16T07:25:45.819286Z", "body": "<p>Hey is anyone having trouble using HF chat at the moment?... | Is the HF chat down? | <p>Hey is anyone having trouble using HF chat at the moment? I either just get a ‘fetch failed’ error or nothing happens when I ask to generate a response. Is this a me issue or something broader? I’ve tried to generate chats on both PC and iOS with same non-results.</p> | null | null | 137995 | null | Is the HF chat down? | <p>Hey is anyone having trouble using HF chat at the moment? I either just get a ‘fetch failed’ error or nothing happens when I ask to generate a response. Is this a me issue or something broader? I’ve tried to generate chats on both PC and iOS with same non-results.</p> | https://discuss.huggingface.co/t/137995 | null | 2025-01-29T23:41:12.828000Z | 2025-01-30T08:43:33.502000Z | null | 2026-09-16T07:25:45.819286Z | 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": "https://avatars.discourse-cdn.com/v4/letter/k/13edae/{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 | [198726, 198754, 198764, 198818] | 4 | [] | null | null | null | topic | null | 2026-09-16T09:06:36.544575Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-30T08:43:33.502Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-29T23:41:12.828Z", "fancy_title": "Is the HF chat down?", "featured_link": null, "has_accepted_answer": false, "has_summar... | null | [] | null |
forum_huggingface_137993 | forum_huggingface | problem_observation | 137993 | topic | https://discuss.huggingface.co/t/137993 | 2025-01-29T23:25:58.811000Z | createdAt | {"id": "137993", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137993", "title": "Can't log into HF accounts and all Spaces are showing \"Preparing Space\" forever", "createdAt": "2025-01-29T23:25:58.811Z", "updatedAt": "2025-01-30T15:48:48.199Z", "fetched_at": "2026-09-16T07:25:45.819338Z", "body": ... | Can't log into HF accounts and all Spaces are showing "Preparing Space" forever | <p>Dear HF Support Team,</p>
<p>I can’t log into my HF account and all my Spaces are showing “Preparing Space” forever. Could you please look into it?</p>
<p>A similar issue happened in July 2024 and I was able to get my account back after previous HF employee Omar Sanseviero looked into the issue.</p>
<p>See the relev... | null | null | 137993 | null | Can't log into HF accounts and all Spaces are showing "Preparing Space" forever | <p>Dear HF Support Team,</p>
<p>I can’t log into my HF account and all my Spaces are showing “Preparing Space” forever. Could you please look into it?</p>
<p>A similar issue happened in July 2024 and I was able to get my account back after previous HF employee Omar Sanseviero looked into the issue.</p>
<p>See the relev... | https://discuss.huggingface.co/t/137993 | null | 2025-01-29T23:25:58.811000Z | 2025-01-30T15:48:48.199000Z | null | 2026-09-16T07:25:45.819338Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/o/aeb1de/{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/o/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 | [198723, 198724, 198782, 198962] | 4 | [] | null | null | null | topic | null | 2026-09-16T09:06:36.771937Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-30T15:48:48.199Z", "can_vote": false, "category_id": 24, "closed": false, "created_at": "2025-01-29T23:25:58.811Z", "fancy_title": "Can’t log into HF accounts and all Spaces are showing “Preparing Space&rdq... | null | [] | null |
forum_huggingface_137986 | forum_huggingface | problem_observation | 137986 | topic | https://discuss.huggingface.co/t/137986 | 2025-01-29T22:24:03.548000Z | createdAt | {"id": "137986", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137986", "title": "Help needed uploading Data to Hugging Face Dataset via Apps Script", "createdAt": "2025-01-29T22:24:03.548Z", "updatedAt": "2025-01-30T06:28:40.375Z", "fetched_at": "2026-09-16T07:25:45.819368Z", "body": "<p>Hi everyone... | Help needed uploading Data to Hugging Face Dataset via Apps Script | <p>Hi everyone,</p>
<p>I’m trying to upload data to my Hugging Face dataset using the following Apps Script, but it seems to be giving me an error. Can anyone confirm if the API URL I’m using is correct? Or is there another API endpoint I should use to upload a small file to my dataset?</p>
<p>Any feedback on what I’m ... | null | null | 137986 | null | Help needed uploading Data to Hugging Face Dataset via Apps Script | <p>Hi everyone,</p>
<p>I’m trying to upload data to my Hugging Face dataset using the following Apps Script, but it seems to be giving me an error. Can anyone confirm if the API URL I’m using is correct? Or is there another API endpoint I should use to upload a small file to my dataset?</p>
<p>Any feedback on what I’m ... | https://discuss.huggingface.co/t/137986 | null | 2025-01-29T22:24:03.548000Z | 2025-01-30T06:28:40.375000Z | null | 2026-09-16T07:25:45.819368Z | 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/jago2025/{size}/40058_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 | [198713, 198785] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:06:37.015841Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-30T06:28:40.375Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-29T22:24:03.548Z", "fancy_title": "Help needed uploading Data to Hugging Face Dataset via Apps Script", "featured_link": n... | null | [] | null |
forum_huggingface_137984 | forum_huggingface | problem_observation | 137984 | topic | https://discuss.huggingface.co/t/137984 | 2025-01-29T22:14:40.719000Z | createdAt | {"id": "137984", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137984", "title": "Should I be building a custom transformer/transformerjs pipeline", "createdAt": "2025-01-29T22:14:40.719Z", "updatedAt": "2025-01-30T05:49:46.293Z", "fetched_at": "2026-09-16T07:25:45.819416Z", "body": "<p>Hi, I am buil... | Should I be building a custom transformer/transformerjs pipeline | <p>Hi, I am building a custom classifier for coding job descriptions. I have two text inputs that I concatenate, preprocess, and embed using a sentenceTransformer during training (in python) and the feature-extraction pipeline during prediction (transformers.js). At training time, I use tensorflow to train a multila... | null | null | 137984 | null | Should I be building a custom transformer/transformerjs pipeline | <p>Hi, I am building a custom classifier for coding job descriptions. I have two text inputs that I concatenate, preprocess, and embed using a sentenceTransformer during training (in python) and the feature-extraction pipeline during prediction (transformers.js). At training time, I use tensorflow to train a multila... | https://discuss.huggingface.co/t/137984 | null | 2025-01-29T22:14:40.719000Z | 2025-01-30T05:49:46.293000Z | null | 2026-09-16T07:25:45.819416Z | 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/bbce88/{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 | [198711, 198776] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:06:37.559401Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-30T05:49:46.293Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-29T22:14:40.719Z", "fancy_title": "Should I be building a custom transformer/transformerjs pipeline", "featured_link": nul... | null | [] | null |
forum_huggingface_137975 | forum_huggingface | problem_observation | 137975 | topic | https://discuss.huggingface.co/t/137975 | 2025-01-29T20:47:10.256000Z | createdAt | {"id": "137975", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137975", "title": "Best Image Feature Extraction Model for E-Commerce?", "createdAt": "2025-01-29T20:47:10.256Z", "updatedAt": "2025-01-29T20:47:10.314Z", "fetched_at": "2026-09-16T07:25:45.819459Z", "body": "<p>Pretty much as the title s... | Best Image Feature Extraction Model for E-Commerce? | <p>Pretty much as the title says. I want to perform a similarity search for a product in a list of 2,000 photos. What image feature extraction model did you have good experience with as the base?</p>
<p>Also, as a follow-up, which search library do you recommend?</p>
<p>Thank you in advance.</p> | null | null | 137975 | null | Best Image Feature Extraction Model for E-Commerce? | <p>Pretty much as the title says. I want to perform a similarity search for a product in a list of 2,000 photos. What image feature extraction model did you have good experience with as the base?</p>
<p>Also, as a follow-up, which search library do you recommend?</p>
<p>Thank you in advance.</p> | https://discuss.huggingface.co/t/137975 | null | 2025-01-29T20:47:10.256000Z | 2025-01-29T20:47:10.314000Z | null | 2026-09-16T07:25:45.819459Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/m/77aa72/{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 | [198699] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:06:37.767448Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-29T20:47:10.314Z", "can_vote": false, "category_id": 13, "closed": false, "created_at": "2025-01-29T20:47:10.256Z", "fancy_title": "Best Image Feature Extraction Model for E-Commerce?", "featured_link": null, "has_acce... | null | [] | null |
forum_huggingface_137956 | forum_huggingface | problem_observation | 137956 | topic | https://discuss.huggingface.co/t/137956 | 2025-01-29T19:03:54.219000Z | createdAt | {"id": "137956", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137956", "title": "How to prepare dataset using patent pdf?", "createdAt": "2025-01-29T19:03:54.219Z", "updatedAt": "2025-01-29T19:03:54.270Z", "fetched_at": "2026-09-16T07:25:45.819490Z", "body": "<p>I want to fine tuning LLM on several ... | How to prepare dataset using patent pdf? | <p>I want to fine tuning LLM on several thousand of patent pdf from a specific domain, can any one tell me how should I pdf data to structure dataset which also contain tables.</p>
<p>2nd question:- is there any other way to train llm instead of data from pdf?</p> | null | null | 137956 | null | How to prepare dataset using patent pdf? | <p>I want to fine tuning LLM on several thousand of patent pdf from a specific domain, can any one tell me how should I pdf data to structure dataset which also contain tables.</p>
<p>2nd question:- is there any other way to train llm instead of data from pdf?</p> | https://discuss.huggingface.co/t/137956 | null | 2025-01-29T19:03:54.219000Z | 2025-01-29T19:03:54.270000Z | null | 2026-09-16T07:25:45.819490Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/y/a698b9/{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 | [198676] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:06:38.019557Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-29T19:03:54.270Z", "can_vote": false, "category_id": 10, "closed": false, "created_at": "2025-01-29T19:03:54.219Z", "fancy_title": "How to prepare dataset using patent pdf?", "featured_link": null, "has_accepted_answer... | null | [] | null |
forum_huggingface_137923 | forum_huggingface | problem_observation | 137923 | topic | https://discuss.huggingface.co/t/137923 | 2025-01-29T15:39:43.815000Z | createdAt | {"id": "137923", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137923", "title": "Training using FSDP, qLoRa on multinode", "createdAt": "2025-01-29T15:39:43.815Z", "updatedAt": "2025-01-29T15:39:43.876Z", "fetched_at": "2026-09-16T07:25:45.819532Z", "body": "<p>How to train a model like Llama3 using... | Training using FSDP, qLoRa on multinode | <p>How to train a model like Llama3 using FSDP, qLoRa on two (or more) nodes if each node has one (or more) GPU?<br>
Can anyone provide a link to a similar example?<br>
I am grateful in advance for any help!</p> | null | null | 137923 | null | Training using FSDP, qLoRa on multinode | <p>How to train a model like Llama3 using FSDP, qLoRa on two (or more) nodes if each node has one (or more) GPU?<br>
Can anyone provide a link to a similar example?<br>
I am grateful in advance for any help!</p> | https://discuss.huggingface.co/t/137923 | null | 2025-01-29T15:39:43.815000Z | 2025-01-29T15:39:43.876000Z | null | 2026-09-16T07:25:45.819532Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/yustas/{size}/40036_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 | [198638] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:06:38.259438Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-29T15:39:43.876Z", "can_vote": false, "category_id": 18, "closed": false, "created_at": "2025-01-29T15:39:43.815Z", "fancy_title": "Training using FSDP, qLoRa on multinode", "featured_link": null, "has_accepted_answer"... | null | [] | null |
forum_huggingface_137921 | forum_huggingface | problem_observation | 137921 | topic | https://discuss.huggingface.co/t/137921 | 2025-01-29T15:36:22.149000Z | createdAt | {"id": "137921", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137921", "title": "“too many open files” despite streaming with IterableDataset", "createdAt": "2025-01-29T15:36:22.149Z", "updatedAt": "2025-01-30T06:39:30.502Z", "fetched_at": "2026-09-16T07:25:45.819575Z", "body": "<p>Hi all, I have be... | “too many open files” despite streaming with IterableDataset | <p>Hi all, I have been using IterableDataset to load a very large collection of <code>.arrow</code> shards (~8k files per GPU, 24 GPUs, each at 1GB). I load them with <code>d=load_dataset("arrow", data_files=xxx, streaming=True)</code>.</p>
<p>However this caused <code>too many open files</code> OS error when using it ... | null | null | 137921 | null | “too many open files” despite streaming with IterableDataset | <p>Hi all, I have been using IterableDataset to load a very large collection of <code>.arrow</code> shards (~8k files per GPU, 24 GPUs, each at 1GB). I load them with <code>d=load_dataset("arrow", data_files=xxx, streaming=True)</code>.</p>
<p>However this caused <code>too many open files</code> OS error when using it ... | https://discuss.huggingface.co/t/137921 | null | 2025-01-29T15:36:22.149000Z | 2025-01-30T06:39:30.502000Z | null | 2026-09-16T07:25:45.819575Z | 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": "https://avatars.discourse-cdn.com/v4/letter/a/7c8e57/{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 | [198636, 198788, 200846] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:06:38.573711Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-30T06:39:30.502Z", "can_vote": false, "category_id": 10, "closed": true, "created_at": "2025-01-29T15:36:22.149Z", "fancy_title": "“too many open files” despite streaming with IterableDataset", "featured_link": null, "... | null | [] | null |
forum_huggingface_137910 | forum_huggingface | problem_observation | 137910 | topic | https://discuss.huggingface.co/t/137910 | 2025-01-29T14:58:17.877000Z | createdAt | {"id": "137910", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137910", "title": "AI to improve voice", "createdAt": "2025-01-29T14:58:17.877Z", "updatedAt": "2025-07-21T08:52:28.231Z", "fetched_at": "2026-09-16T07:25:45.819619Z", "body": "<p>I have youtube channel, and i want to speak, but my englis... | AI to improve voice | <p>I have youtube channel, and i want to speak, but my english is bad.<br>
So i was think are there any ai or software where i can record what i speak and send to him. And he back improved speaking version without accent and mistakes?</p> | null | null | 137910 | null | AI to improve voice | <p>I have youtube channel, and i want to speak, but my english is bad.<br>
So i was think are there any ai or software where i can record what i speak and send to him. And he back improved speaking version without accent and mistakes?</p> | https://discuss.huggingface.co/t/137910 | null | 2025-01-29T14:58:17.877000Z | 2025-07-21T08:52:28.231000Z | null | 2026-09-16T07:25:45.819619Z | 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/senzaca/{size}/40035_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 | [198625, 198644, 198679, 198757, 198961, 198977, 199461, 199467, 199500, 199511, 214575, 232166, 233934] | 13 | [] | null | null | null | topic | null | 2026-09-16T09:06:38.922963Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-07-20T17:05:32.048Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-29T14:58:17.877Z", "fancy_title": "AI to improve voice", "featured_link": null, "has_accepted_answer": false, "has_summary... | null | [] | null |
forum_huggingface_137889 | forum_huggingface | problem_observation | 137889 | topic | https://discuss.huggingface.co/t/137889 | 2025-01-29T12:49:51.980000Z | createdAt | {"id": "137889", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137889", "title": "Simple customer querys", "createdAt": "2025-01-29T12:49:51.980Z", "updatedAt": "2026-07-24T11:33:00.596Z", "fetched_at": "2026-09-16T07:25:45.819668Z", "body": "<p>Hello!! I am starting in this world and I have a use ca... | Simple customer querys | <p>Hello!! I am starting in this world and I have a use case that I would like to discuss here. I would like to try to manage social media for a small family business where the people always asks around the same variations of some set of questions, is it possible to run something that I can feed with those questions (w... | null | null | 137889 | null | Simple customer querys | <p>Hello!! I am starting in this world and I have a use case that I would like to discuss here. I would like to try to manage social media for a small family business where the people always asks around the same variations of some set of questions, is it possible to run something that I can feed with those questions (w... | https://discuss.huggingface.co/t/137889 | null | 2025-01-29T12:49:51.980000Z | 2026-07-24T11:33:00.596000Z | null | 2026-09-16T07:25:45.819668Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/o/ea666f/{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/h/57b2e6/{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 | [198598, 260814] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:06:39.036311Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2026-07-24T11:33:00.596Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-29T12:49:51.980Z", "fancy_title": "Simple customer querys", "featured_link": null, "has_accepted_answer": false, "has_summ... | null | [] | null |
forum_huggingface_137879 | forum_huggingface | problem_observation | 137879 | topic | https://discuss.huggingface.co/t/137879 | 2025-01-29T12:05:53.688000Z | createdAt | {"id": "137879", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137879", "title": "Looking for help to use AI (LLM) for a Systematic Literature Review in Soil Biodiversity/agroecology Research", "createdAt": "2025-01-29T12:05:53.688Z", "updatedAt": "2025-02-01T01:31:41.759Z", "fetched_at": "2026-09-16... | Looking for help to use AI (LLM) for a Systematic Literature Review in Soil Biodiversity/agroecology Research | <p>Hi HF community,</p>
<p>My name is Marie-Liesse Vermeire, and I am a researcher at CIRAD (the French Agricultural Research Centre for International Development). My current work focuses on assessing the impact of recycling organic waste in agriculture on soil organisms. As part of this research, I am leading a proje... | null | null | 137879 | null | Looking for help to use AI (LLM) for a Systematic Literature Review in Soil Biodiversity/agroecology Research | <p>Hi HF community,</p>
<p>My name is Marie-Liesse Vermeire, and I am a researcher at CIRAD (the French Agricultural Research Centre for International Development). My current work focuses on assessing the impact of recycling organic waste in agriculture on soil organisms. As part of this research, I am leading a proje... | https://discuss.huggingface.co/t/137879 | null | 2025-01-29T12:05:53.688000Z | 2025-02-01T01:31:41.759000Z | null | 2026-09-16T07:25:45.819720Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 3, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/pschoudhary/{size}/40063_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": 3, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/l/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 | [198587, 198767, 198855, 199259, 199271] | 5 | [] | null | null | null | topic | null | 2026-09-16T09:06:39.339715Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-02-01T01:31:41.759Z", "can_vote": false, "category_id": 7, "closed": false, "created_at": "2025-01-29T12:05:53.688Z", "fancy_title": "Looking for help to use AI (LLM) for a Systematic Literature Review in Soil Biodiversit... | null | [] | null |
forum_huggingface_137841 | forum_huggingface | problem_observation | 137841 | topic | https://discuss.huggingface.co/t/137841 | 2025-01-29T03:55:30.627000Z | createdAt | {"id": "137841", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137841", "title": "Syncing Github Repo with Huggingface Repo", "createdAt": "2025-01-29T03:55:30.627Z", "updatedAt": "2025-01-30T21:00:00.411Z", "fetched_at": "2026-09-16T07:25:45.819751Z", "body": "<p>Hello there,</p>\n<p>I am trying to ... | Syncing Github Repo with Huggingface Repo | <p>Hello there,</p>
<p>I am trying to make my github repo sync with huggingface space, so I can get the new changes deployed directly after a push to github.</p>
<p>I followed the tutorial here and setup the actions pipeline- <a href="https://huggingface.co/docs/hub/en/spaces-github-actions" class="inline-onebox">Manag... | null | null | 137841 | null | Syncing Github Repo with Huggingface Repo | <p>Hello there,</p>
<p>I am trying to make my github repo sync with huggingface space, so I can get the new changes deployed directly after a push to github.</p>
<p>I followed the tutorial here and setup the actions pipeline- <a href="https://huggingface.co/docs/hub/en/spaces-github-actions" class="inline-onebox">Manag... | https://discuss.huggingface.co/t/137841 | null | 2025-01-29T03:55:30.627000Z | 2025-01-30T21:00:00.411000Z | null | 2026-09-16T07:25:45.819751Z | 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/4bbf92/{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 | [198509, 198518, 198520, 199023] | 4 | [] | null | null | null | topic | null | 2026-09-16T09:06:39.544242Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-30T21:00:00.411Z", "can_vote": false, "category_id": 24, "closed": false, "created_at": "2025-01-29T03:55:30.627Z", "fancy_title": "Syncing Github Repo with Huggingface Repo", "featured_link": null, "has_accepted_answe... | null | [] | null |
forum_huggingface_137818 | forum_huggingface | problem_observation | 137818 | topic | https://discuss.huggingface.co/t/137818 | 2025-01-29T00:33:23.051000Z | createdAt | {"id": "137818", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137818", "title": "Exception in ASGI application", "createdAt": "2025-01-29T00:33:23.051Z", "updatedAt": "2025-01-29T12:34:27.783Z", "fetched_at": "2026-09-16T07:25:45.819784Z", "body": "<p>While deploying my app on hugging face getting “... | Exception in ASGI application | <p>While deploying my app on hugging face getting “Exception in ASGI application” error while it builds. Can anyone please help me resolve this error I am adding the full SS of the error for the better understanding. Is there any problem in my docker file or requirements file because it perfectly works in local environ... | null | null | 137818 | null | Exception in ASGI application | <p>While deploying my app on hugging face getting “Exception in ASGI application” error while it builds. Can anyone please help me resolve this error I am adding the full SS of the error for the better understanding. Is there any problem in my docker file or requirements file because it perfectly works in local environ... | https://discuss.huggingface.co/t/137818 | null | 2025-01-29T00:33:23.051000Z | 2025-01-29T12:34:27.783000Z | null | 2026-09-16T07:25:45.819784Z | 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/y/d78d45/{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 | [198485, 198523, 198585, 198594] | 4 | [] | null | null | null | topic | null | 2026-09-16T09:06:39.830448Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-29T12:34:27.783Z", "can_vote": false, "category_id": 24, "closed": false, "created_at": "2025-01-29T00:33:23.051Z", "fancy_title": "Exception in ASGI application", "featured_link": null, "has_accepted_answer": false, "... | null | [] | null |
forum_huggingface_137805 | forum_huggingface | problem_observation | 137805 | topic | https://discuss.huggingface.co/t/137805 | 2025-01-28T22:34:36.445000Z | createdAt | {"id": "137805", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137805", "title": "PPOTrainer + LoRA and Continued Training", "createdAt": "2025-01-28T22:34:36.445Z", "updatedAt": "2025-01-28T22:34:36.502Z", "fetched_at": "2026-09-16T07:25:45.819831Z", "body": "<p>Hi all,</p>\n<p>So, currently, I’m tr... | PPOTrainer + LoRA and Continued Training | <p>Hi all,</p>
<p>So, currently, I’m training a model with PPOTrainer and Lora.</p>
<p>When I do</p>
<pre><code class="lang-auto">model.save_pretrained(…)
</code></pre>
<p>It saves both an <code>adapter_model.safetensors</code> and a <code>pytorch_model.bin</code></p>
<p>What is the difference between the two. There ar... | null | null | 137805 | null | PPOTrainer + LoRA and Continued Training | <p>Hi all,</p>
<p>So, currently, I’m training a model with PPOTrainer and Lora.</p>
<p>When I do</p>
<pre><code class="lang-auto">model.save_pretrained(…)
</code></pre>
<p>It saves both an <code>adapter_model.safetensors</code> and a <code>pytorch_model.bin</code></p>
<p>What is the difference between the two. There ar... | https://discuss.huggingface.co/t/137805 | null | 2025-01-28T22:34:36.445000Z | 2025-01-28T22:34:36.502000Z | null | 2026-09-16T07:25:45.819831Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/r/4da419/{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 | [198472] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:06:40.009060Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-28T22:34:36.502Z", "can_vote": false, "category_id": 9, "closed": false, "created_at": "2025-01-28T22:34:36.445Z", "fancy_title": "PPOTrainer + LoRA and Continued Training", "featured_link": null, "has_accepted_answer"... | null | [] | null |
forum_huggingface_137793 | forum_huggingface | problem_observation | 137793 | topic | https://discuss.huggingface.co/t/137793 | 2025-01-28T20:49:51.578000Z | createdAt | {"id": "137793", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137793", "title": "No improvement on test data after finetuning", "createdAt": "2025-01-28T20:49:51.578Z", "updatedAt": "2025-02-13T00:06:08.529Z", "fetched_at": "2026-09-16T07:25:45.819878Z", "body": "<p>Hello all,</p>\n<p>I’ve finetuned... | No improvement on test data after finetuning | <p>Hello all,</p>
<p>I’ve finetuned a llama-like LLM (llm-stacking/StackLLM_410M_750BToken) which has been pretrained with model growth techniques. After having finetuned model at hand, I’ve compared this new model with the initial one using my test data. Here are some specs about finetuning process:</p>
<p>Dataset: Wi... | null | null | 137793 | null | No improvement on test data after finetuning | <p>Hello all,</p>
<p>I’ve finetuned a llama-like LLM (llm-stacking/StackLLM_410M_750BToken) which has been pretrained with model growth techniques. After having finetuned model at hand, I’ve compared this new model with the initial one using my test data. Here are some specs about finetuning process:</p>
<p>Dataset: Wi... | https://discuss.huggingface.co/t/137793 | null | 2025-01-28T20:49:51.578000Z | 2025-02-13T00:06:08.529000Z | null | 2026-09-16T07:25:45.819878Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/esualp/{size}/39451_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/esualp/{size}/39451_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 | [198460, 202148] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:06:40.319930Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-02-13T00:06:08.529Z", "can_vote": false, "category_id": 7, "closed": false, "created_at": "2025-01-28T20:49:51.578Z", "fancy_title": "No improvement on test data after finetuning", "featured_link": null, "has_accepted_ans... | null | [] | null |
forum_huggingface_137766 | forum_huggingface | problem_observation | 137766 | topic | https://discuss.huggingface.co/t/137766 | 2025-01-28T17:14:13.534000Z | createdAt | {"id": "137766", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137766", "title": "Permission to use Llama 13b didnt update since nov 2024", "createdAt": "2025-01-28T17:14:13.534Z", "updatedAt": "2025-01-30T10:32:26.796Z", "fetched_at": "2026-09-16T07:25:45.819924Z", "body": "<p>Hi, im newbie here, so... | Permission to use Llama 13b didnt update since nov 2024 | <p>Hi, im newbie here, so sorry if this is not the correct place for this topic.</p>
<p>As i say in the title, my request to use and download <a href="https://huggingface.co/meta-llama/Llama-2-13b-chat-hf" class="inline-onebox">meta-llama/Llama-2-13b-chat-hf · Hugging Face</a> didnt updates from novembre 2024 and i wan... | null | null | 137766 | null | Permission to use Llama 13b didnt update since nov 2024 | <p>Hi, im newbie here, so sorry if this is not the correct place for this topic.</p>
<p>As i say in the title, my request to use and download <a href="https://huggingface.co/meta-llama/Llama-2-13b-chat-hf" class="inline-onebox">meta-llama/Llama-2-13b-chat-hf · Hugging Face</a> didnt updates from novembre 2024 and i wan... | https://discuss.huggingface.co/t/137766 | null | 2025-01-28T17:14:13.534000Z | 2025-01-30T10:32:26.796000Z | null | 2026-09-16T07:25:45.819924Z | 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/exio/{size}/39977_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 | [198427, 198432] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:06:40.518063Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-28T17:36:06.632Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-28T17:14:13.534Z", "fancy_title": "Permission to use Llama 13b didnt update since nov 2024", "featured_link": null, "has_a... | null | [] | null |
forum_huggingface_137759 | forum_huggingface | problem_observation | 137759 | topic | https://discuss.huggingface.co/t/137759 | 2025-01-28T16:44:49.342000Z | createdAt | {"id": "137759", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137759", "title": "Models with inference_client", "createdAt": "2025-01-28T16:44:49.342Z", "updatedAt": "2025-01-28T17:46:47.441Z", "fetched_at": "2026-09-16T07:25:45.819973Z", "body": "<p>Hello. Is it possible to make it so that in the l... | Models with inference_client | <p>Hello. Is it possible to make it so that in the list of text_to_images models on the site filtered only those models that support inference_client</p> | null | null | 137759 | null | Models with inference_client | <p>Hello. Is it possible to make it so that in the list of text_to_images models on the site filtered only those models that support inference_client</p> | https://discuss.huggingface.co/t/137759 | null | 2025-01-28T16:44:49.342000Z | 2025-01-28T17:46:47.441000Z | null | 2026-09-16T07:25:45.819973Z | 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/s/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 | [198419, 198438] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:06:40.810532Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-28T17:46:47.441Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-28T16:44:49.342Z", "fancy_title": "Models with inference_client", "featured_link": null, "has_accepted_answer": false, "ha... | null | [] | null |
forum_huggingface_137746 | forum_huggingface | problem_observation | 137746 | topic | https://discuss.huggingface.co/t/137746 | 2025-01-28T15:46:15.805000Z | createdAt | {"id": "137746", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137746", "title": "Recruiting for a study on data discovery of ML datasets", "createdAt": "2025-01-28T15:46:15.805Z", "updatedAt": "2025-01-28T15:46:15.902Z", "fetched_at": "2026-09-16T07:25:45.820140Z", "body": "<p>After conducting a pil... | Recruiting for a study on data discovery of ML datasets | <p>After conducting a pilot study, I am now looking to recruit participants for the main part of my study to complete my BSc in Computer Science. Currently searching for volunteers from the field of Machine Learning to complete one interview, lasting between 15-20 minutes, for a study aiming to answer the question on h... | null | null | 137746 | null | Recruiting for a study on data discovery of ML datasets | <p>After conducting a pilot study, I am now looking to recruit participants for the main part of my study to complete my BSc in Computer Science. Currently searching for volunteers from the field of Machine Learning to complete one interview, lasting between 15-20 minutes, for a study aiming to answer the question on h... | https://discuss.huggingface.co/t/137746 | null | 2025-01-28T15:46:15.805000Z | 2025-01-28T15:46:15.902000Z | null | 2026-09-16T07:25:45.820140Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/s/49beb7/{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 | [198404] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:06:41.020971Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-28T15:46:15.902Z", "can_vote": false, "category_id": 7, "closed": false, "created_at": "2025-01-28T15:46:15.805Z", "fancy_title": "Recruiting for a study on data discovery of ML datasets", "featured_link": null, "has_a... | null | [] | null |
forum_huggingface_137742 | forum_huggingface | problem_observation | 137742 | topic | https://discuss.huggingface.co/t/137742 | 2025-01-28T15:29:14.820000Z | createdAt | {"id": "137742", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137742", "title": "Autotrain question!", "createdAt": "2025-01-28T15:29:14.820Z", "updatedAt": "2025-01-28T16:00:11.712Z", "fetched_at": "2026-09-16T07:25:45.820236Z", "body": "<p>Is there an option on autotrain to use the full data set f... | Autotrain question! | <p>Is there an option on autotrain to use the full data set for training (instead of splitting into training and vlaidation data sets?). I want to use all the docs I have in one sheet for training, and use another sheet to validate outside of autotrain.</p> | null | null | 137742 | null | Autotrain question! | <p>Is there an option on autotrain to use the full data set for training (instead of splitting into training and vlaidation data sets?). I want to use all the docs I have in one sheet for training, and use another sheet to validate outside of autotrain.</p> | https://discuss.huggingface.co/t/137742 | null | 2025-01-28T15:29:14.820000Z | 2025-01-28T16:00:11.712000Z | null | 2026-09-16T07:25:45.820236Z | null | null | [{"accepted_answer": false, "actions_summary": [], "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_hidden_post": false, "... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/z/db5fbb/{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 | [198400, 198408] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:06:41.275573Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-28T16:00:11.712Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-28T15:29:14.820Z", "fancy_title": "Autotrain question!", "featured_link": null, "has_accepted_answer": false, "has_summary... | null | [] | null |
forum_huggingface_137737 | forum_huggingface | problem_observation | 137737 | topic | https://discuss.huggingface.co/t/137737 | 2025-01-28T14:42:59.537000Z | createdAt | {"id": "137737", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137737", "title": "Leveraging downloaded models from multiple apps", "createdAt": "2025-01-28T14:42:59.537Z", "updatedAt": "2025-01-28T14:42:59.606Z", "fetched_at": "2026-09-16T07:25:45.820271Z", "body": "<p>Hi there, I am using LMStudio,... | Leveraging downloaded models from multiple apps | <p>Hi there, I am using LMStudio, Bolt.diy and want to start using OpenWEBUI and test Text Generation Web UI.<br>
I want to be able to download models in a central directory and have all other tools leverage them from a single central place. This way I optimize local storage space by not having to download models multi... | null | null | 137737 | null | Leveraging downloaded models from multiple apps | <p>Hi there, I am using LMStudio, Bolt.diy and want to start using OpenWEBUI and test Text Generation Web UI.<br>
I want to be able to download models in a central directory and have all other tools leverage them from a single central place. This way I optimize local storage space by not having to download models multi... | https://discuss.huggingface.co/t/137737 | null | 2025-01-28T14:42:59.537000Z | 2025-01-28T14:42:59.606000Z | null | 2026-09-16T07:25:45.820271Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/fertech/{size}/39965_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 | [198393] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:06:41.515271Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-28T14:42:59.606Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-28T14:42:59.537Z", "fancy_title": "Leveraging downloaded models from multiple apps", "featured_link": null, "has_accepted_... | null | [] | null |
forum_huggingface_137734 | forum_huggingface | problem_observation | 137734 | topic | https://discuss.huggingface.co/t/137734 | 2025-01-28T14:28:36.864000Z | createdAt | {"id": "137734", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137734", "title": "BPEtokenizer reports error \"not valid UTF-8\" when processing txt file", "createdAt": "2025-01-28T14:28:36.864Z", "updatedAt": "2025-01-29T07:51:57.267Z", "fetched_at": "2026-09-16T07:25:50.400185Z", "body": "<p>The co... | BPEtokenizer reports error "not valid UTF-8" when processing txt file | <p>The code and error are as follows, how can I fix it? any suggestion welcome!<br>
<div class="lightbox-wrapper"><a class="lightbox" href="https://us1.discourse-cdn.com/hellohellohello/original/3X/9/2/923122d4138ea5273e94a9ed6f9ff4f32709b052.png" data-download-href="/uploads/short-url/kRgZ1cBKrjPRAUIPpzXvHUxyOSS.png?d... | null | null | 137734 | null | BPEtokenizer reports error "not valid UTF-8" when processing txt file | <p>The code and error are as follows, how can I fix it? any suggestion welcome!<br>
<div class="lightbox-wrapper"><a class="lightbox" href="https://us1.discourse-cdn.com/hellohellohello/original/3X/9/2/923122d4138ea5273e94a9ed6f9ff4f32709b052.png" data-download-href="/uploads/short-url/kRgZ1cBKrjPRAUIPpzXvHUxyOSS.png?d... | https://discuss.huggingface.co/t/137734 | null | 2025-01-28T14:28:36.864000Z | 2025-01-29T07:51:57.267000Z | null | 2026-09-16T07:25:50.400185Z | 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/tommy-zhao/{size}/39961_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 | [198390, 198397, 198424, 198431, 198510, 198516, 198537, 198687] | 7 | [] | null | null | null | topic | null | 2026-09-16T09:06:41.965773Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-29T07:51:57.285Z", "can_vote": false, "category_id": 11, "closed": true, "created_at": "2025-01-28T14:28:36.864Z", "fancy_title": "BPEtokenizer reports error “not valid UTF-8” when processing txt file", "fe... | null | [] | null |
forum_huggingface_137726 | forum_huggingface | problem_observation | 137726 | topic | https://discuss.huggingface.co/t/137726 | 2025-01-28T13:19:00.621000Z | createdAt | {"id": "137726", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137726", "title": "Issue with Mistral and Mathstral Integration in RAG", "createdAt": "2025-01-28T13:19:00.621Z", "updatedAt": "2025-01-28T13:19:00.697Z", "fetched_at": "2026-09-16T07:25:50.400966Z", "body": "<p>I’ve been using Ollama wit... | Issue with Mistral and Mathstral Integration in RAG | <p>I’ve been using Ollama with the Mistral model in our Retrieval-Augmented Generation (RAG) setup for the past three months. While it worked well overall, it struggled with arithmetic calculations sometime only.<br>
Recently, we implemented Mistral chaining with Mathstral, and after installation, we initially achieved... | null | null | 137726 | null | Issue with Mistral and Mathstral Integration in RAG | <p>I’ve been using Ollama with the Mistral model in our Retrieval-Augmented Generation (RAG) setup for the past three months. While it worked well overall, it struggled with arithmetic calculations sometime only.<br>
Recently, we implemented Mistral chaining with Mathstral, and after installation, we initially achieved... | https://discuss.huggingface.co/t/137726 | null | 2025-01-28T13:19:00.621000Z | 2025-01-28T13:19:00.697000Z | null | 2026-09-16T07:25:50.400966Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/k/ebca7d/{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 | [198382] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:06:42.007167Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-28T13:19:00.697Z", "can_vote": false, "category_id": 13, "closed": false, "created_at": "2025-01-28T13:19:00.621Z", "fancy_title": "Issue with Mistral and Mathstral Integration in RAG", "featured_link": null, "has_acce... | null | [] | null |
forum_huggingface_137675 | forum_huggingface | problem_observation | 137675 | topic | https://discuss.huggingface.co/t/137675 | 2025-01-28T06:44:21.407000Z | createdAt | {"id": "137675", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137675", "title": "Introducing The AGI Framework: Open-Source Modular Architecture for Artificial General Intelligence Development", "createdAt": "2025-01-28T06:44:21.407Z", "updatedAt": "2025-01-28T06:44:21.478Z", "fetched_at": "2026-09-... | Introducing The AGI Framework: Open-Source Modular Architecture for Artificial General Intelligence Development | <h1>Introducing The AGI Framework</h1>
<p>
<strong>The AGI Framework</strong> is an open-source, model-agnostic architecture designed to overcome the limitations of current AI systems, particularly Large Language Models (LLMs). By providing a modular infrastructure, the framework enables seamless integration of var... | null | null | 137675 | null | Introducing The AGI Framework: Open-Source Modular Architecture for Artificial General Intelligence Development | <h1>Introducing The AGI Framework</h1>
<p>
<strong>The AGI Framework</strong> is an open-source, model-agnostic architecture designed to overcome the limitations of current AI systems, particularly Large Language Models (LLMs). By providing a modular infrastructure, the framework enables seamless integration of var... | https://discuss.huggingface.co/t/137675 | null | 2025-01-28T06:44:21.407000Z | 2025-01-28T06:44:21.478000Z | null | 2026-09-16T07:25:50.401014Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 2, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/agi-framework/{size}/39940_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 | [198322] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:06:42.304222Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-28T06:44:21.478Z", "can_vote": false, "category_id": 8, "closed": false, "created_at": "2025-01-28T06:44:21.407Z", "fancy_title": "Introducing The AGI Framework: Open-Source Modular Architecture for Artificial General ... | null | [] | null |
forum_huggingface_137662 | forum_huggingface | problem_observation | 137662 | topic | https://discuss.huggingface.co/t/137662 | 2025-01-28T04:52:40.381000Z | createdAt | {"id": "137662", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137662", "title": "Hello, when I try to work with the API, I get this error", "createdAt": "2025-01-28T04:52:40.381Z", "updatedAt": "2025-01-28T07:41:18.440Z", "fetched_at": "2026-09-16T07:25:50.402254Z", "body": "<p>429 Client Error: Too... | Hello, when I try to work with the API, I get this error | <p>429 Client Error: Too Many Requests for url: <a href="https://api-inference.huggingface.co/models/Qwen/Qwen2.5-72B-Instruct/v1/chat/completions">https://api-inference.huggingface.co/models/Qwen/Qwen2.5-72B-Instruct/v1/chat/completions</a> (Request ID: ek_Dca)</p>
<p>Model is overloaded</p> | null | null | 137662 | null | Hello, when I try to work with the API, I get this error | <p>429 Client Error: Too Many Requests for url: <a href="https://api-inference.huggingface.co/models/Qwen/Qwen2.5-72B-Instruct/v1/chat/completions">https://api-inference.huggingface.co/models/Qwen/Qwen2.5-72B-Instruct/v1/chat/completions</a> (Request ID: ek_Dca)</p>
<p>Model is overloaded</p> | https://discuss.huggingface.co/t/137662 | null | 2025-01-28T04:52:40.381000Z | 2025-01-28T07:41:18.440000Z | null | 2026-09-16T07:25:50.402254Z | 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/q/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 | [198309, 198330] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:06:42.555372Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-28T07:41:18.440Z", "can_vote": false, "category_id": 23, "closed": false, "created_at": "2025-01-28T04:52:40.381Z", "fancy_title": "Hello, when I try to work with the API, I get this error", "featured_link": null, "has... | null | [] | null |
forum_huggingface_137658 | forum_huggingface | problem_observation | 137658 | topic | https://discuss.huggingface.co/t/137658 | 2025-01-28T03:39:47.741000Z | createdAt | {"id": "137658", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137658", "title": "[ Open Source] Notate - A Desktop Application Combining Reasoning, Agents, VectorStorage, Local deployment and more!", "createdAt": "2025-01-28T03:39:47.741Z", "updatedAt": "2025-01-28T03:39:47.806Z", "fetched_at": "202... | [ Open Source] Notate - A Desktop Application Combining Reasoning, Agents, VectorStorage, Local deployment and more! | <h1><a name="p-198302-notate-open-source-desktop-application-for-ai-interactions-1" class="anchor" href="#p-198302-notate-open-source-desktop-application-for-ai-interactions-1" aria-label="Heading link"></a>Notate: Open Source Desktop Application for AI Interactions</h1>
<p>Notate is a cross-platform desktop applicatio... | null | null | 137658 | null | [ Open Source] Notate - A Desktop Application Combining Reasoning, Agents, VectorStorage, Local deployment and more! | <h1><a name="p-198302-notate-open-source-desktop-application-for-ai-interactions-1" class="anchor" href="#p-198302-notate-open-source-desktop-application-for-ai-interactions-1" aria-label="Heading link"></a>Notate: Open Source Desktop Application for AI Interactions</h1>
<p>Notate is a cross-platform desktop applicatio... | https://discuss.huggingface.co/t/137658 | null | 2025-01-28T03:39:47.741000Z | 2025-01-28T03:39:47.806000Z | null | 2026-09-16T07:25:50.402368Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/h/7cd45c/{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 | [198302] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:06:42.743579Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-28T03:39:47.806Z", "can_vote": false, "category_id": 65, "closed": false, "created_at": "2025-01-28T03:39:47.741Z", "fancy_title": "[ Open Source] Notate - A Desktop Application Combining Reasoning, Agents, VectorStora... | null | [] | null |
forum_huggingface_137632 | forum_huggingface | problem_observation | 137632 | topic | https://discuss.huggingface.co/t/137632 | 2025-01-27T23:10:20.377000Z | createdAt | {"id": "137632", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137632", "title": "Best practices for a large dataset", "createdAt": "2025-01-27T23:10:20.377Z", "updatedAt": "2025-05-06T14:23:03.304Z", "fetched_at": "2026-09-16T07:25:50.402510Z", "body": "<p>Hi, I have a ~1TB large dataset stored at t... | Best practices for a large dataset | <p>Hi, I have a ~1TB large dataset stored at the HF hub. I can download this on my disk and read it successfully. Nevertheless, it’s large enough that I can’t fit it in my RAM.</p>
<p>What is the best practice for training a model on such a dataset?</p>
<p>I tried loading the dataset with <code>load_dataset(..., stream... | null | null | 137632 | null | Best practices for a large dataset | <p>Hi, I have a ~1TB large dataset stored at the HF hub. I can download this on my disk and read it successfully. Nevertheless, it’s large enough that I can’t fit it in my RAM.</p>
<p>What is the best practice for training a model on such a dataset?</p>
<p>I tried loading the dataset with <code>load_dataset(..., stream... | https://discuss.huggingface.co/t/137632 | null | 2025-01-27T23:10:20.377000Z | 2025-05-06T14:23:03.304000Z | null | 2026-09-16T07:25:50.402510Z | 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/m/5f8ce5/{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 | [198266, 198271, 198429, 199821, 200229, 200321, 200324, 220107] | 8 | [] | null | null | null | topic | null | 2026-09-16T09:06:43.043753Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-05-06T14:23:03.333Z", "can_vote": false, "category_id": 10, "closed": false, "created_at": "2025-01-27T23:10:20.377Z", "fancy_title": "Best practices for a large dataset", "featured_link": null, "has_accepted_answer": fal... | null | [] | null |
forum_huggingface_137626 | forum_huggingface | problem_observation | 137626 | topic | https://discuss.huggingface.co/t/137626 | 2025-01-27T22:25:44.174000Z | createdAt | {"id": "137626", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137626", "title": "Error when using model", "createdAt": "2025-01-27T22:25:44.174Z", "updatedAt": "2025-02-17T15:42:48.382Z", "fetched_at": "2026-09-16T07:25:50.402624Z", "body": "<p>I trained my first model when using it here -<a href=\"... | Error when using model | <p>I trained my first model when using it here -<a href="https://replicate.com/lucataco/flux-dev-lora?prediction=vkp44c30wdrj40cmn7dbx18r4m" class="inline-onebox" rel="noopener nofollow ugc">lucataco/flux-dev-lora – Run with an API on Replicate</a></p>
<p>though I am getting this error</p>
<p>" Prediction failed.</p>
<... | null | null | 137626 | null | Error when using model | <p>I trained my first model when using it here -<a href="https://replicate.com/lucataco/flux-dev-lora?prediction=vkp44c30wdrj40cmn7dbx18r4m" class="inline-onebox" rel="noopener nofollow ugc">lucataco/flux-dev-lora – Run with an API on Replicate</a></p>
<p>though I am getting this error</p>
<p>" Prediction failed.</p>
<... | https://discuss.huggingface.co/t/137626 | null | 2025-01-27T22:25:44.174000Z | 2025-02-17T15:42:48.382000Z | null | 2026-09-16T07:25:50.402624Z | 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/a4c791/{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 | [198259, 198300, 198871, 203253] | 4 | [] | null | null | null | topic | null | 2026-09-16T09:06:43.312375Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-02-17T15:42:48.382Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-27T22:25:44.174Z", "fancy_title": "Error when using model", "featured_link": null, "has_accepted_answer": false, "has_summ... | null | [] | null |
forum_huggingface_137622 | forum_huggingface | problem_observation | 137622 | topic | https://discuss.huggingface.co/t/137622 | 2025-01-27T22:19:30.507000Z | createdAt | {"id": "137622", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137622", "title": "Cannot use Hugging Face cache on a read-only filesystem", "createdAt": "2025-01-27T22:19:30.507Z", "updatedAt": "2025-01-29T05:28:24.946Z", "fetched_at": "2026-09-16T07:25:50.402682Z", "body": "<p>Hello,</p>\n<p>I’m hav... | Cannot use Hugging Face cache on a read-only filesystem | <p>Hello,</p>
<p>I’m having some trouble with getting the huggingface cache to work for my particular use case. I’ve been setting up kubernetes training for my transformer models, and the way it works is that pods are initialized from a docker image and then I mount a persistent disk with the data. Since pods are initi... | null | null | 137622 | null | Cannot use Hugging Face cache on a read-only filesystem | <p>Hello,</p>
<p>I’m having some trouble with getting the huggingface cache to work for my particular use case. I’ve been setting up kubernetes training for my transformer models, and the way it works is that pods are initialized from a docker image and then I mount a persistent disk with the data. Since pods are initi... | https://discuss.huggingface.co/t/137622 | null | 2025-01-27T22:19:30.507000Z | 2025-01-29T05:28:24.946000Z | null | 2026-09-16T07:25:50.402682Z | 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": "https://avatars.discourse-cdn.com/v4/letter/s/2bfe46/{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 | [198255, 198304, 198499, 198519] | 4 | [] | null | null | null | topic | null | 2026-09-16T09:06:43.608924Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-29T05:28:24.946Z", "can_vote": false, "category_id": 9, "closed": false, "created_at": "2025-01-27T22:19:30.507Z", "fancy_title": "Cannot use Hugging Face cache on a read-only filesystem", "featured_link": null, "has_a... | null | [] | null |
forum_huggingface_137621 | forum_huggingface | problem_observation | 137621 | topic | https://discuss.huggingface.co/t/137621 | 2025-01-27T21:57:50.894000Z | createdAt | {"id": "137621", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137621", "title": "Inference on models with custom head", "createdAt": "2025-01-27T21:57:50.894Z", "updatedAt": "2025-01-28T11:18:08.984Z", "fetched_at": "2026-09-16T07:25:50.402732Z", "body": "<p>Hi,<br>\nI trained a BERT model with a cu... | Inference on models with custom head | <p>Hi,<br>
I trained a BERT model with a custom classifier head. I tried to load is using the <code>ORTModelForSequenceClassification</code>, but it did not load the proper classifier heads. It just loaded the default heads.</p>
<p>After several hours of digging through the code for optimum, I was able to get my code t... | null | null | 137621 | null | Inference on models with custom head | <p>Hi,<br>
I trained a BERT model with a custom classifier head. I tried to load is using the <code>ORTModelForSequenceClassification</code>, but it did not load the proper classifier heads. It just loaded the default heads.</p>
<p>After several hours of digging through the code for optimum, I was able to get my code t... | https://discuss.huggingface.co/t/137621 | null | 2025-01-27T21:57:50.894000Z | 2025-01-28T11:18:08.984000Z | null | 2026-09-16T07:25:50.402732Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/echarlaix/{size}/21754_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "can_see_hid... | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/k/a8b319/{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 | [198254, 198361] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:06:43.806693Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-28T11:18:08.984Z", "can_vote": false, "category_id": 59, "closed": false, "created_at": "2025-01-27T21:57:50.894Z", "fancy_title": "Inference on models with custom head", "featured_link": null, "has_accepted_answer": f... | null | [] | null |
forum_huggingface_137614 | forum_huggingface | problem_observation | 137614 | topic | https://discuss.huggingface.co/t/137614 | 2025-01-27T20:43:42.493000Z | createdAt | {"id": "137614", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137614", "title": "Are helper methods also in parallel?", "createdAt": "2025-01-27T20:43:42.493Z", "updatedAt": "2025-01-27T20:43:42.545Z", "fetched_at": "2026-09-16T07:25:50.402823Z", "body": "<p>I have a method attached to my module (wh... | Are helper methods also in parallel? | <p>I have a method attached to my module (which was passed through the accelerator) that calls forward on a modified batch and does some processing. If I call this method, will it properly be called on different batches on different processes, like if I were to do <code>model(**batch)</code></p>
<p>For more context: it... | null | null | 137614 | null | Are helper methods also in parallel? | <p>I have a method attached to my module (which was passed through the accelerator) that calls forward on a modified batch and does some processing. If I call this method, will it properly be called on different batches on different processes, like if I were to do <code>model(**batch)</code></p>
<p>For more context: it... | https://discuss.huggingface.co/t/137614 | null | 2025-01-27T20:43:42.493000Z | 2025-01-27T20:43:42.545000Z | null | 2026-09-16T07:25:50.402823Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/evankomp/{size}/17637_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 | [198245] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:06:44.085122Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-27T20:43:42.545Z", "can_vote": false, "category_id": 18, "closed": false, "created_at": "2025-01-27T20:43:42.493Z", "fancy_title": "Are helper methods also in parallel?", "featured_link": null, "has_accepted_answer": f... | null | [] | null |
forum_huggingface_137612 | forum_huggingface | problem_observation | 137612 | topic | https://discuss.huggingface.co/t/137612 | 2025-01-27T20:36:45.404000Z | createdAt | {"id": "137612", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137612", "title": "Some models in gguf format", "createdAt": "2025-01-27T20:36:45.404Z", "updatedAt": "2025-01-28T02:39:26.342Z", "fetched_at": "2026-09-16T07:25:50.402917Z", "body": "<p>Please advise if anyone came across these models in... | Some models in gguf format | <p>Please advise if anyone came across these models in gguf format:</p>
<ol>
<li>FinGPT and BloombergGPT</li>
<li>LegalBERT and CaseLawBERT</li>
<li>SciBERT and Galactica</li>
<li>MathBert</li>
<li>BEET, FinBERT.</li>
</ol> | null | null | 137612 | null | Some models in gguf format | <p>Please advise if anyone came across these models in gguf format:</p>
<ol>
<li>FinGPT and BloombergGPT</li>
<li>LegalBERT and CaseLawBERT</li>
<li>SciBERT and Galactica</li>
<li>MathBert</li>
<li>BEET, FinBERT.</li>
</ol> | https://discuss.huggingface.co/t/137612 | null | 2025-01-27T20:36:45.404000Z | 2025-01-28T02:39:26.342000Z | null | 2026-09-16T07:25:50.402917Z | 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/serostaf/{size}/39914_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 | [198243, 198295] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:06:44.329969Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-28T02:39:26.342Z", "can_vote": false, "category_id": 13, "closed": false, "created_at": "2025-01-27T20:36:45.404Z", "fancy_title": "Some models in gguf format", "featured_link": null, "has_accepted_answer": false, "has... | null | [] | null |
forum_huggingface_137610 | forum_huggingface | problem_observation | 137610 | topic | https://discuss.huggingface.co/t/137610 | 2025-01-27T20:32:00.149000Z | createdAt | {"id": "137610", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137610", "title": "How can I read PDFs with mPLUG/DocOwl2?", "createdAt": "2025-01-27T20:32:00.149Z", "updatedAt": "2025-02-06T05:38:46.657Z", "fetched_at": "2026-09-16T07:25:50.403024Z", "body": "<p>How can I read PDFs with mPLUG/DocOwl2... | How can I read PDFs with mPLUG/DocOwl2? | <p>How can I read PDFs with mPLUG/DocOwl2? If yes how should I edit the inference script?</p> | null | null | 137610 | null | How can I read PDFs with mPLUG/DocOwl2? | <p>How can I read PDFs with mPLUG/DocOwl2? If yes how should I edit the inference script?</p> | https://discuss.huggingface.co/t/137610 | null | 2025-01-27T20:32:00.149000Z | 2025-02-06T05:38:46.657000Z | null | 2026-09-16T07:25:50.403024Z | 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/riccardodemaria/{size}/39915_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 | [198241, 198350, 200339, 200417] | 4 | [] | null | null | null | topic | null | 2026-09-16T09:06:44.535986Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-02-06T05:38:46.657Z", "can_vote": false, "category_id": 13, "closed": false, "created_at": "2025-01-27T20:32:00.149Z", "fancy_title": "How can I read PDFs with mPLUG/DocOwl2?", "featured_link": null, "has_accepted_answer"... | null | [] | null |
forum_huggingface_137606 | forum_huggingface | problem_observation | 137606 | topic | https://discuss.huggingface.co/t/137606 | 2025-01-27T20:12:05.932000Z | createdAt | {"id": "137606", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137606", "title": "Models for reading Schematic PDF's", "createdAt": "2025-01-27T20:12:05.932Z", "updatedAt": "2025-01-28T15:53:50.221Z", "fetched_at": "2026-09-16T07:25:50.403056Z", "body": "<p>Hello All!</p>\n<p>I am working with some v... | Models for reading Schematic PDF's | <p>Hello All!</p>
<p>I am working with some very complex PDF files that contain CAD’s and Multi Directional Text on the same pages, like the attached pic<br>
<div class="lightbox-wrapper"><a class="lightbox" href="https://us1.discourse-cdn.com/hellohellohello/original/3X/c/6/c60d121d1c8e2bedbef06d72cd59cc550032f71d.png... | null | null | 137606 | null | Models for reading Schematic PDF's | <p>Hello All!</p>
<p>I am working with some very complex PDF files that contain CAD’s and Multi Directional Text on the same pages, like the attached pic<br>
<div class="lightbox-wrapper"><a class="lightbox" href="https://us1.discourse-cdn.com/hellohellohello/original/3X/c/6/c60d121d1c8e2bedbef06d72cd59cc550032f71d.png... | https://discuss.huggingface.co/t/137606 | null | 2025-01-27T20:12:05.932000Z | 2025-01-28T15:53:50.221000Z | null | 2026-09-16T07:25:50.403056Z | 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/8baadc/{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 | [198237, 198398, 198407] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:06:44.837351Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-28T15:53:50.221Z", "can_vote": false, "category_id": 13, "closed": false, "created_at": "2025-01-27T20:12:05.932Z", "fancy_title": "Models for reading Schematic PDF’s", "featured_link": null, "has_accepted_answer... | null | [] | null |
forum_huggingface_137603 | forum_huggingface | problem_observation | 137603 | topic | https://discuss.huggingface.co/t/137603 | 2025-01-27T19:51:44.864000Z | createdAt | {"id": "137603", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137603", "title": "\"too many open files\" despite streaming with IterableDataset", "createdAt": "2025-01-27T19:51:44.864Z", "updatedAt": "2025-01-27T20:53:24.572Z", "fetched_at": "2026-09-16T07:25:50.403096Z", "body": "<p>Hi all, I have ... | "too many open files" despite streaming with IterableDataset | <p>Hi all, I have been using IterableDataset to load a very large collection of <code>.arrow</code> shards (about 80k, each at 500MB). I load them with <code>d=load_dataset("arrow", data_files=xxx, streaming=True)</code>, and then I would shuffle with buffer size of 10_000.</p>
<p>However this caused <code>too many ope... | null | null | 137603 | null | "too many open files" despite streaming with IterableDataset | <p>Hi all, I have been using IterableDataset to load a very large collection of <code>.arrow</code> shards (about 80k, each at 500MB). I load them with <code>d=load_dataset("arrow", data_files=xxx, streaming=True)</code>, and then I would shuffle with buffer size of 10_000.</p>
<p>However this caused <code>too many ope... | https://discuss.huggingface.co/t/137603 | null | 2025-01-27T19:51:44.864000Z | 2025-01-27T20:53:24.572000Z | null | 2026-09-16T07:25:50.403096Z | null | null | [{"accepted_answer": true, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/a/7c8e57/{size}.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/a/7c8e57/{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 | [198234, 198247, 198337] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:06:45.074299Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-27T20:53:24.572Z", "can_vote": false, "category_id": 10, "closed": true, "created_at": "2025-01-27T19:51:44.864Z", "fancy_title": "“too many open files” despite streaming with IterableDataset", "featured_li... | null | [] | null |
forum_huggingface_137596 | forum_huggingface | problem_observation | 137596 | topic | https://discuss.huggingface.co/t/137596 | 2025-01-27T19:13:51.566000Z | createdAt | {"id": "137596", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137596", "title": "Astrology ai agent", "createdAt": "2025-01-27T19:13:51.566Z", "updatedAt": "2026-08-26T08:05:57.316Z", "fetched_at": "2026-09-16T07:25:50.403227Z", "body": "<p>Hello,</p>\n<p>I want to create an AI agent for astrology t... | Astrology ai agent | <p>Hello,</p>
<p>I want to create an AI agent for astrology that will be integrated into WhatsApp so that users can enter WhatsApp and ask questions about their natal chart.</p>
<p>The interaction will be as follows:</p>
<ul>
<li>
<p>The user enters WhatsApp and provides their details — place, exact time (to the minute... | null | null | 137596 | null | Astrology ai agent | <p>Hello,</p>
<p>I want to create an AI agent for astrology that will be integrated into WhatsApp so that users can enter WhatsApp and ask questions about their natal chart.</p>
<p>The interaction will be as follows:</p>
<ul>
<li>
<p>The user enters WhatsApp and provides their details — place, exact time (to the minute... | https://discuss.huggingface.co/t/137596 | null | 2025-01-27T19:13:51.566000Z | 2026-08-26T08:05:57.316000Z | null | 2026-09-16T07:25:50.403227Z | null | null | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/a/3bc359/{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/z/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 | [198227, 227695, 262997] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:06:45.326761Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2026-08-25T05:13:04.979Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-27T19:13:51.566Z", "fancy_title": "Astrology ai agent", "featured_link": null, "has_accepted_answer": false, "has_summary"... | null | [] | null |
forum_huggingface_137576 | forum_huggingface | problem_observation | 137576 | topic | https://discuss.huggingface.co/t/137576 | 2025-01-27T16:27:58.109000Z | createdAt | {"id": "137576", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137576", "title": "How to publish files which are not in gradio's folder", "createdAt": "2025-01-27T16:27:58.109Z", "updatedAt": "2025-02-06T05:24:17.451Z", "fetched_at": "2026-09-16T07:25:50.403341Z", "body": "<p>Sometimes we need to pub... | How to publish files which are not in gradio's folder | <p>Sometimes we need to publish models or some other files which are not in the path of gradio. How can I do that? From my thought, I think there maybe some ways:</p>
<ul>
<li>Create symbol link in gradio’s folder which point to the real files, then publish these symbol links</li>
<li>Create anther web service to contr... | null | null | 137576 | null | How to publish files which are not in gradio's folder | <p>Sometimes we need to publish models or some other files which are not in the path of gradio. How can I do that? From my thought, I think there maybe some ways:</p>
<ul>
<li>Create symbol link in gradio’s folder which point to the real files, then publish these symbol links</li>
<li>Create anther web service to contr... | https://discuss.huggingface.co/t/137576 | null | 2025-01-27T16:27:58.109000Z | 2025-02-06T05:24:17.451000Z | null | 2026-09-16T07:25:50.403341Z | 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/y/97f17d/{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 | [198198, 198299, 200405, 200415] | 4 | [] | null | null | null | topic | null | 2026-09-16T09:06:45.688070Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-02-06T05:24:17.451Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-27T16:27:58.109Z", "fancy_title": "How to publish files which are not in gradio’s folder", "featured_link": null, "h... | null | [] | null |
forum_huggingface_137565 | forum_huggingface | problem_observation | 137565 | topic | https://discuss.huggingface.co/t/137565 | 2025-01-27T15:01:32.068000Z | createdAt | {"id": "137565", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137565", "title": "Cannot use chat template functions because tokenizer.chat_template is not set", "createdAt": "2025-01-27T15:01:32.068Z", "updatedAt": "2025-01-27T16:01:45.195Z", "fetched_at": "2026-09-16T07:25:50.403458Z", "body": "<p>... | Cannot use chat template functions because tokenizer.chat_template is not set | <p>The following Python script using Dolphin3.0 works well:</p>
<pre><code class="lang-auto">from transformers import pipeline, AutoTokenizer, AutoModelForCausalLM
model_name = "cognitivecomputations/Dolphin3.0-Llama3.2-3B"
chat = [
{"role": "system", "content": "You are a philosopher"},
{"role": "assistant",... | null | null | 137565 | null | Cannot use chat template functions because tokenizer.chat_template is not set | <p>The following Python script using Dolphin3.0 works well:</p>
<pre><code class="lang-auto">from transformers import pipeline, AutoTokenizer, AutoModelForCausalLM
model_name = "cognitivecomputations/Dolphin3.0-Llama3.2-3B"
chat = [
{"role": "system", "content": "You are a philosopher"},
{"role": "assistant",... | https://discuss.huggingface.co/t/137565 | null | 2025-01-27T15:01:32.068000Z | 2025-01-27T16:01:45.195000Z | null | 2026-09-16T07:25:50.403458Z | 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/4da419/{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 | [198181, 198189] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:06:45.832463Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-27T16:01:45.195Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-27T15:01:32.068Z", "fancy_title": "Cannot use chat template functions because tokenizer.chat_template is not set", "featur... | null | [] | null |
forum_huggingface_137543 | forum_huggingface | problem_observation | 137543 | topic | https://discuss.huggingface.co/t/137543 | 2025-01-27T12:25:27.549000Z | createdAt | {"id": "137543", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137543", "title": "Using PyTorch Dataset Class with Dataset Builder", "createdAt": "2025-01-27T12:25:27.549Z", "updatedAt": "2025-01-29T12:05:22.180Z", "fetched_at": "2026-09-16T07:25:50.403582Z", "body": "<p>Hello everyone,</p>\n<p>I’ve ... | Using PyTorch Dataset Class with Dataset Builder | <p>Hello everyone,</p>
<p>I’ve built an autoregressive sequence model that generates characters (not a traditional language model) and hosted it on GitHub. My repo includes a somewhat complex PyTorch Dataset class with optional arguments that modify the dataset (e.g., max sequence length). Instead of simply uploading t... | null | null | 137543 | null | Using PyTorch Dataset Class with Dataset Builder | <p>Hello everyone,</p>
<p>I’ve built an autoregressive sequence model that generates characters (not a traditional language model) and hosted it on GitHub. My repo includes a somewhat complex PyTorch Dataset class with optional arguments that modify the dataset (e.g., max sequence length). Instead of simply uploading t... | https://discuss.huggingface.co/t/137543 | null | 2025-01-27T12:25:27.549000Z | 2025-01-29T12:05:22.180000Z | null | 2026-09-16T07:25:50.403582Z | 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/s/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 | [198150, 198167, 198289, 198586] | 4 | [] | null | null | null | topic | null | 2026-09-16T09:06:46.024574Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-29T12:05:22.180Z", "can_vote": false, "category_id": 10, "closed": false, "created_at": "2025-01-27T12:25:27.549Z", "fancy_title": "Using PyTorch Dataset Class with Dataset Builder", "featured_link": null, "has_accepte... | null | [] | null |
forum_huggingface_137540 | forum_huggingface | problem_observation | 137540 | topic | https://discuss.huggingface.co/t/137540 | 2025-01-27T12:15:58.970000Z | createdAt | {"id": "137540", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137540", "title": "Fine-tune model with CoT", "createdAt": "2025-01-27T12:15:58.970Z", "updatedAt": "2025-01-27T13:15:50.012Z", "fetched_at": "2026-09-16T07:25:50.403689Z", "body": "<p>Hello everyone,</p>\n<p>I have a question related to ... | Fine-tune model with CoT | <p>Hello everyone,</p>
<p>I have a question related to general knowledge of HuggingFace’s set of libraries/tools (probably <code>trl</code>).</p>
<p>I want to fine-tune an LLM for my task (most likely, I will start with <em>Llama-3.2-3B-Instruct</em>). I want the model to be able to generate some “thoughts” or “comment... | null | null | 137540 | null | Fine-tune model with CoT | <p>Hello everyone,</p>
<p>I have a question related to general knowledge of HuggingFace’s set of libraries/tools (probably <code>trl</code>).</p>
<p>I want to fine-tune an LLM for my task (most likely, I will start with <em>Llama-3.2-3B-Instruct</em>). I want the model to be able to generate some “thoughts” or “comment... | https://discuss.huggingface.co/t/137540 | null | 2025-01-27T12:15:58.970000Z | 2025-01-27T13:15:50.012000Z | null | 2026-09-16T07:25:50.403689Z | 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/a/2acd7d/{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 | [198147, 198162] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:06:46.512351Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-27T13:15:50.012Z", "can_vote": false, "category_id": 6, "closed": false, "created_at": "2025-01-27T12:15:58.970Z", "fancy_title": "Fine-tune model with CoT", "featured_link": null, "has_accepted_answer": false, "has_su... | null | [] | null |
forum_huggingface_137529 | forum_huggingface | problem_observation | 137529 | topic | https://discuss.huggingface.co/t/137529 | 2025-01-27T11:16:58.596000Z | createdAt | {"id": "137529", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137529", "title": "Download instability , disconnects", "createdAt": "2025-01-27T11:16:58.596Z", "updatedAt": "2025-02-02T11:10:22.365Z", "fetched_at": "2026-09-16T07:25:50.403802Z", "body": "<p>I’ve been expriencing this issue with diffe... | Download instability , disconnects | <p>I’ve been expriencing this issue with different llms, also with stable diffusion, see below, been trying to download the whole morning, something that should be 5-10 mintues (I have a stable 1GB connection, wired, no issues with other sites or services).<br>
rror while downloading from 6a-iSg~MqmSrYs3uz6cqIXBpv8yoKO... | null | null | 137529 | null | Download instability , disconnects | <p>I’ve been expriencing this issue with different llms, also with stable diffusion, see below, been trying to download the whole morning, something that should be 5-10 mintues (I have a stable 1GB connection, wired, no issues with other sites or services).<br>
rror while downloading from 6a-iSg~MqmSrYs3uz6cqIXBpv8yoKO... | https://discuss.huggingface.co/t/137529 | null | 2025-01-27T11:16:58.596000Z | 2025-02-02T11:10:22.365000Z | null | 2026-09-16T07:25:50.403802Z | 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/a/5f8ce5/{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 | [198136, 198168, 198253, 198542, 199508] | 5 | [] | null | null | null | topic | null | 2026-09-16T09:06:46.787399Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-02-02T11:10:22.365Z", "can_vote": false, "category_id": 13, "closed": false, "created_at": "2025-01-27T11:16:58.596Z", "fancy_title": "Download instability , disconnects", "featured_link": null, "has_accepted_answer": fal... | null | [] | null |
forum_huggingface_137525 | forum_huggingface | problem_observation | 137525 | topic | https://discuss.huggingface.co/t/137525 | 2025-01-27T11:08:15.044000Z | createdAt | {"id": "137525", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137525", "title": "How to Customize Installation Steps in 'Use My Model' > 'vLLM' Options?", "createdAt": "2025-01-27T11:08:15.044Z", "updatedAt": "2025-01-27T16:08:05.905Z", "fetched_at": "2026-09-16T07:25:50.403905Z", "body": "<p>Hello ... | How to Customize Installation Steps in 'Use My Model' > 'vLLM' Options? | <p>Hello Hugging Face Community,</p>
<p>I need assistance with customizing the installation content displayed when a user clicks on the “Use my model” button and selects the “vLLM” option under local apps. The current installation steps do not meet my requirements, and I would like to modify them to include specific in... | null | null | 137525 | null | How to Customize Installation Steps in 'Use My Model' > 'vLLM' Options? | <p>Hello Hugging Face Community,</p>
<p>I need assistance with customizing the installation content displayed when a user clicks on the “Use my model” button and selects the “vLLM” option under local apps. The current installation steps do not meet my requirements, and I would like to modify them to include specific in... | https://discuss.huggingface.co/t/137525 | null | 2025-01-27T11:08:15.044000Z | 2025-01-27T16:08:05.905000Z | null | 2026-09-16T07:25:50.403905Z | 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/b782af/{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 | [198132, 198191] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:06:46.796473Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-27T16:08:05.905Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-27T11:08:15.044Z", "fancy_title": "How to Customize Installation Steps in ‘Use My Model’ > ‘vLLM&rsqu... | null | [] | null |
forum_huggingface_137520 | forum_huggingface | problem_observation | 137520 | topic | https://discuss.huggingface.co/t/137520 | 2025-01-27T10:17:58.543000Z | createdAt | {"id": "137520", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137520", "title": "[Help wanted] Common Crawl needs help to be richer & more multilingual", "createdAt": "2025-01-27T10:17:58.543Z", "updatedAt": "2025-01-27T10:34:39.456Z", "fetched_at": "2026-09-16T07:25:50.404016Z", "body": "<p>The Com... | [Help wanted] Common Crawl needs help to be richer & more multilingual | <p>The Common Crawl team is looking to make CC richer culturally and more multilingual and they asked us for help to improve their crawl.</p>
<p>Since Common Crawl is used to train most LLMs out there, <strong>this would enrich the cultural and linguistic knowledge of future LLMs in many topics and languages</strong> !... | null | null | 137520 | null | [Help wanted] Common Crawl needs help to be richer & more multilingual | <p>The Common Crawl team is looking to make CC richer culturally and more multilingual and they asked us for help to improve their crawl.</p>
<p>Since Common Crawl is used to train most LLMs out there, <strong>this would enrich the cultural and linguistic knowledge of future LLMs in many topics and languages</strong> !... | https://discuss.huggingface.co/t/137520 | null | 2025-01-27T10:17:58.543000Z | 2025-01-27T10:34:39.456000Z | null | 2026-09-16T07:25:50.404016Z | null | null | [{"accepted_answer": false, "action_code": "pinned.enabled", "actions_summary": [], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/lhoestq/{size}/52888_2.png", "badges_granted": [], "bookmarked": false, "can_accept_answer": false, "can_delete": false, "can_edit": false, "can_recover": false, "c... | [{"accepted_answer": false, "actions_summary": [{"count": 6, "id": 2}], "admin": false, "avatar_template": "/user_avatar/discuss.huggingface.co/lhoestq/{size}/52888_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 | [198125, 198127] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:06:47.046129Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-27T10:32:50.427Z", "can_vote": false, "category_id": 10, "closed": false, "created_at": "2025-01-27T10:17:58.543Z", "fancy_title": "[Help wanted] Common Crawl needs help to be richer & more multilingual", "featured... | null | [] | null |
forum_huggingface_137519 | forum_huggingface | problem_observation | 137519 | topic | https://discuss.huggingface.co/t/137519 | 2025-01-27T10:13:45.351000Z | createdAt | {"id": "137519", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137519", "title": "Datasets mapping slow down in the end", "createdAt": "2025-01-27T10:13:45.351Z", "updatedAt": "2025-01-27T10:25:25.659Z", "fetched_at": "2026-09-16T07:25:50.404067Z", "body": "<p>Hello! Can someone explain is it possibl... | Datasets mapping slow down in the end | <p>Hello! Can someone explain is it possible to fix dataset.map slowing down in the end with num_of_processes > 1? For example, I got dataset with 60 millions samples and 98% of this dataset processed in 30 minutes and processes like 20k samples per second but from 98% to 99% it took 11 hours and processes few sampl... | null | null | 137519 | null | Datasets mapping slow down in the end | <p>Hello! Can someone explain is it possible to fix dataset.map slowing down in the end with num_of_processes > 1? For example, I got dataset with 60 millions samples and 98% of this dataset processed in 30 minutes and processes like 20k samples per second but from 98% to 99% it took 11 hours and processes few sampl... | https://discuss.huggingface.co/t/137519 | null | 2025-01-27T10:13:45.351000Z | 2025-01-27T10:25:25.659000Z | null | 2026-09-16T07:25:50.404067Z | null | null | [] | [{"accepted_answer": false, "actions_summary": [{"count": 1, "id": 2}], "admin": false, "avatar_template": "https://avatars.discourse-cdn.com/v4/letter/s/6f9a4e/{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 | [198124] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:06:47.298815Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-27T10:25:25.676Z", "can_vote": false, "category_id": 10, "closed": false, "created_at": "2025-01-27T10:13:45.351Z", "fancy_title": "Datasets mapping slow down in the end", "featured_link": null, "has_accepted_answer": ... | null | [] | null |
forum_huggingface_137516 | forum_huggingface | problem_observation | 137516 | topic | https://discuss.huggingface.co/t/137516 | 2025-01-27T10:09:31.876000Z | createdAt | {"id": "137516", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137516", "title": "Convert RT-DETR model to coreml", "createdAt": "2025-01-27T10:09:31.876Z", "updatedAt": "2025-01-27T17:51:00.933Z", "fetched_at": "2026-09-16T07:25:50.404111Z", "body": "<p>Hello,</p>\n<p>I am currently working on an iO... | Convert RT-DETR model to coreml | <p>Hello,</p>
<p>I am currently working on an iOS application that requires object detection functionality, and I’m interested in using the RT-DETR model for this purpose. I would like to ask if anyone has experience or knows of a way to transfer the RT-DETR model into the CoreML format to be used on iOS devices.</p>
<... | null | null | 137516 | null | Convert RT-DETR model to coreml | <p>Hello,</p>
<p>I am currently working on an iOS application that requires object detection functionality, and I’m interested in using the RT-DETR model for this purpose. I would like to ask if anyone has experience or knows of a way to transfer the RT-DETR model into the CoreML format to be used on iOS devices.</p>
<... | https://discuss.huggingface.co/t/137516 | null | 2025-01-27T10:09:31.876000Z | 2025-01-27T17:51:00.933000Z | null | 2026-09-16T07:25:50.404111Z | 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/p/cdc98d/{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 | [198121, 198192, 198196, 198215] | 4 | [] | null | null | null | topic | null | 2026-09-16T09:06:47.540000Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-27T17:51:00.933Z", "can_vote": false, "category_id": 9, "closed": false, "created_at": "2025-01-27T10:09:31.876Z", "fancy_title": "Convert RT-DETR model to coreml", "featured_link": null, "has_accepted_answer": false, ... | null | [] | null |
forum_huggingface_137496 | forum_huggingface | problem_observation | 137496 | topic | https://discuss.huggingface.co/t/137496 | 2025-01-27T06:37:49.263000Z | createdAt | {"id": "137496", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137496", "title": "ValueError: boxes1 must be in [x0, y0, x1, y1] (corner) format", "createdAt": "2025-01-27T06:37:49.263Z", "updatedAt": "2025-08-01T14:12:55.002Z", "fetched_at": "2026-09-16T07:25:50.404236Z", "body": "<p>Hi, I’m using t... | ValueError: boxes1 must be in [x0, y0, x1, y1] (corner) format | <p>Hi, I’m using the <code>facebook/detr-resnet-50</code> model for object detection with two different datasets. The first dataset has 2 classes, and the second has 24 classes. I’m using a learning rate of 5e-5 for both. However, I encounter the same error in both cases. For the first dataset, the training runs fine f... | null | null | 137496 | null | ValueError: boxes1 must be in [x0, y0, x1, y1] (corner) format | <p>Hi, I’m using the <code>facebook/detr-resnet-50</code> model for object detection with two different datasets. The first dataset has 2 classes, and the second has 24 classes. I’m using a learning rate of 5e-5 for both. However, I encounter the same error in both cases. For the first dataset, the training runs fine f... | https://discuss.huggingface.co/t/137496 | null | 2025-01-27T06:37:49.263000Z | 2025-08-01T14:12:55.002000Z | null | 2026-09-16T07:25:50.404236Z | 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/r/e274bd/{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 | [198095, 198098, 198349, 235982, 235988] | 5 | [] | null | null | null | topic | null | 2026-09-16T09:06:47.885579Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-08-01T14:12:55.002Z", "can_vote": false, "category_id": 9, "closed": false, "created_at": "2025-01-27T06:37:49.263Z", "fancy_title": "ValueError: boxes1 must be in [x0, y0, x1, y1] (corner) format", "featured_link": null,... | null | [] | null |
forum_huggingface_137490 | forum_huggingface | problem_observation | 137490 | topic | https://discuss.huggingface.co/t/137490 | 2025-01-27T05:10:10.337000Z | createdAt | {"id": "137490", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137490", "title": "Using zerogpu when runtine is proportional to content length + falling back to CPU", "createdAt": "2025-01-27T05:10:10.337Z", "updatedAt": "2025-01-27T13:25:06.130Z", "fetched_at": "2026-09-16T07:25:50.404370Z", "body":... | Using zerogpu when runtine is proportional to content length + falling back to CPU | <p>So, I have a space that takes audio (AM and FM radio recordings are the intended use case), and attempts to remove noise and restore lost frequencies. It’s acceptable (50-75% speed) running on the CPU, however a GPU would be faster. All of the 24/7 GPU options are overkill, so I’m looking at the zero gpu option. I h... | null | null | 137490 | null | Using zerogpu when runtine is proportional to content length + falling back to CPU | <p>So, I have a space that takes audio (AM and FM radio recordings are the intended use case), and attempts to remove noise and restore lost frequencies. It’s acceptable (50-75% speed) running on the CPU, however a GPU would be faster. All of the 24/7 GPU options are overkill, so I’m looking at the zero gpu option. I h... | https://discuss.huggingface.co/t/137490 | null | 2025-01-27T05:10:10.337000Z | 2025-01-27T13:25:06.130000Z | null | 2026-09-16T07:25:50.404370Z | 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/4af34b/{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 | [198089, 198097, 198164] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:06:48.177276Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-27T13:25:06.130Z", "can_vote": false, "category_id": 24, "closed": false, "created_at": "2025-01-27T05:10:10.337Z", "fancy_title": "Using zerogpu when runtine is proportional to content length + falling back to CPU", "... | null | [] | null |
forum_huggingface_137480 | forum_huggingface | problem_observation | 137480 | topic | https://discuss.huggingface.co/t/137480 | 2025-01-27T02:58:43.527000Z | createdAt | {"id": "137480", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137480", "title": "Hardware Requirement GPU", "createdAt": "2025-01-27T02:58:43.527Z", "updatedAt": "2025-01-27T04:05:39.901Z", "fetched_at": "2026-09-16T07:25:50.404492Z", "body": "<p>Hi, just need you guys opinion,</p>\n<p>I have a chat... | Hardware Requirement GPU | <p>Hi, just need you guys opinion,</p>
<p>I have a chatbot system that run using below model:</p>
<ul>
<li>llama 3.2 90B</li>
<li>llama 3.2 3B</li>
<li>Whisper (large)</li>
<li>nomic-embed-text (Embedding)</li>
</ul>
<p>What is the best requirement cluster GPU needed to run above model?</p> | null | null | 137480 | null | Hardware Requirement GPU | <p>Hi, just need you guys opinion,</p>
<p>I have a chatbot system that run using below model:</p>
<ul>
<li>llama 3.2 90B</li>
<li>llama 3.2 3B</li>
<li>Whisper (large)</li>
<li>nomic-embed-text (Embedding)</li>
</ul>
<p>What is the best requirement cluster GPU needed to run above model?</p> | https://discuss.huggingface.co/t/137480 | null | 2025-01-27T02:58:43.527000Z | 2025-01-27T04:05:39.901000Z | null | 2026-09-16T07:25:50.404492Z | 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/muzanxdem/{size}/36242_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 | [198073, 198078, 198080, 198084] | 4 | [] | null | null | null | topic | null | 2026-09-16T09:06:48.615871Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-27T04:05:39.901Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-27T02:58:43.527Z", "fancy_title": "Hardware Requirement GPU", "featured_link": null, "has_accepted_answer": false, "has_su... | null | [] | null |
forum_huggingface_137442 | forum_huggingface | problem_observation | 137442 | topic | https://discuss.huggingface.co/t/137442 | 2025-01-26T18:22:28.575000Z | createdAt | {"id": "137442", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137442", "title": "Is the first line in this dataset the norm?", "createdAt": "2025-01-26T18:22:28.575Z", "updatedAt": "2025-01-26T23:35:28.348Z", "fetched_at": "2026-09-16T07:25:50.404550Z", "body": "<p>I came across this dataset. [<a hr... | Is the first line in this dataset the norm? | <p>I came across this dataset. [<a href="https://huggingface.co/datasets/fka/awesome-chatgpt-prompts/blob/main/prompts.csv" class="inline-onebox">prompts.csv · fka/awesome-chatgpt-prompts at main</a>)</p>
<p>The first line is</p>
<pre><code class="lang-auto">"act","prompt"
</code></pre>
<p>Is this a required part of a ... | null | null | 137442 | null | Is the first line in this dataset the norm? | <p>I came across this dataset. [<a href="https://huggingface.co/datasets/fka/awesome-chatgpt-prompts/blob/main/prompts.csv" class="inline-onebox">prompts.csv · fka/awesome-chatgpt-prompts at main</a>)</p>
<p>The first line is</p>
<pre><code class="lang-auto">"act","prompt"
</code></pre>
<p>Is this a required part of a ... | https://discuss.huggingface.co/t/137442 | null | 2025-01-26T18:22:28.575000Z | 2025-01-26T23:35:28.348000Z | null | 2026-09-16T07:25:50.404550Z | 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/gokstad/{size}/31752_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 | [198011, 198060] | 2 | [] | null | null | null | topic | null | 2026-09-16T09:06:48.743697Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-26T23:35:28.348Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-26T18:22:28.575Z", "fancy_title": "Is the first line in this dataset the norm?", "featured_link": null, "has_accepted_answ... | null | [] | null |
forum_huggingface_137438 | forum_huggingface | problem_observation | 137438 | topic | https://discuss.huggingface.co/t/137438 | 2025-01-26T17:45:55.303000Z | createdAt | {"id": "137438", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137438", "title": "Small LMs to prototype architecture experiments on", "createdAt": "2025-01-26T17:45:55.303Z", "updatedAt": "2025-01-27T17:25:17.117Z", "fetched_at": "2026-09-16T07:25:50.404625Z", "body": "<p>I want to implement differe... | Small LMs to prototype architecture experiments on | <p>I want to implement different types of attention architectures and to run experiments with them on pretrained LMs, but small ones ideally <500M.</p>
<p>I could start with GPT-2, T5 and Pythia, but I’m looking for more options. I tried looking into SmolLM but I could not find it’s implementation on GitHub so repli... | null | null | 137438 | null | Small LMs to prototype architecture experiments on | <p>I want to implement different types of attention architectures and to run experiments with them on pretrained LMs, but small ones ideally <500M.</p>
<p>I could start with GPT-2, T5 and Pythia, but I’m looking for more options. I tried looking into SmolLM but I could not find it’s implementation on GitHub so repli... | https://discuss.huggingface.co/t/137438 | null | 2025-01-26T17:45:55.303000Z | 2025-01-27T17:25:17.117000Z | null | 2026-09-16T07:25:50.404625Z | 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/z/ed8c4c/{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 | [198004, 198061, 198211] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:06:48.928440Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-27T17:25:17.117Z", "can_vote": false, "category_id": 7, "closed": false, "created_at": "2025-01-26T17:45:55.303Z", "fancy_title": "Small LMs to prototype architecture experiments on", "featured_link": null, "has_accept... | null | [] | null |
forum_huggingface_137408 | forum_huggingface | problem_observation | 137408 | topic | https://discuss.huggingface.co/t/137408 | 2025-01-26T13:32:23.323000Z | createdAt | {"id": "137408", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137408", "title": "Problem generating with T5ForConditionalGeneration on a custom task", "createdAt": "2025-01-26T13:32:23.323Z", "updatedAt": "2025-01-26T13:44:03.759Z", "fetched_at": "2026-09-16T07:25:50.404754Z", "body": "<p>Hi, I have... | Problem generating with T5ForConditionalGeneration on a custom task | <p>Hi, I have trained a custom version of the T5 transformer for a text2text task. For this, I had to define two tokenizers , <code>tokenizer_src</code> and <code>tokenizer_tgt</code> as different tokenization strategies were required for inputs and outputs and as a consequence different vocabularies are utilized. Afte... | null | null | 137408 | null | Problem generating with T5ForConditionalGeneration on a custom task | <p>Hi, I have trained a custom version of the T5 transformer for a text2text task. For this, I had to define two tokenizers , <code>tokenizer_src</code> and <code>tokenizer_tgt</code> as different tokenization strategies were required for inputs and outputs and as a consequence different vocabularies are utilized. Afte... | https://discuss.huggingface.co/t/137408 | null | 2025-01-26T13:32:23.323000Z | 2025-01-26T13:44:03.759000Z | null | 2026-09-16T07:25:50.404754Z | 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/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 | [197964, 197965, 197966] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:06:49.089845Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-26T13:44:03.759Z", "can_vote": false, "category_id": 9, "closed": false, "created_at": "2025-01-26T13:32:23.323Z", "fancy_title": "Problem generating with T5ForConditionalGeneration on a custom task", "featured_link": ... | null | [] | null |
forum_huggingface_137397 | forum_huggingface | problem_observation | 137397 | topic | https://discuss.huggingface.co/t/137397 | 2025-01-26T12:08:59.010000Z | createdAt | {"id": "137397", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137397", "title": "New Battle in AI field", "createdAt": "2025-01-26T12:08:59.010Z", "updatedAt": "2025-01-26T12:08:59.068Z", "fetched_at": "2026-09-16T07:25:50.404873Z", "body": "<p>Hi there!<br>\nAfter weeks of buzz, OpenAI has released... | New Battle in AI field | <p>Hi there!<br>
After weeks of buzz, OpenAI has released Operator, its first AI agent. Operator is a web app that can carry out simple online tasks in a browser, such as booking concert tickets or filling an online grocery order. The app is powered by a new model called Computer-Using Agent—CUA (“coo-ah”), for short—b... | null | null | 137397 | null | New Battle in AI field | <p>Hi there!<br>
After weeks of buzz, OpenAI has released Operator, its first AI agent. Operator is a web app that can carry out simple online tasks in a browser, such as booking concert tickets or filling an online grocery order. The app is powered by a new model called Computer-Using Agent—CUA (“coo-ah”), for short—b... | https://discuss.huggingface.co/t/137397 | null | 2025-01-26T12:08:59.010000Z | 2025-01-26T12:08:59.068000Z | null | 2026-09-16T07:25:50.404873Z | 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... | null | null | null | null | html | fetched | true | full_topic_stream_round3 | null | null | null | null | [197945] | 1 | [] | null | null | null | topic | null | 2026-09-16T09:06:49.316512Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-26T12:08:59.068Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-26T12:08:59.010Z", "fancy_title": "New Battle in AI field", "featured_link": null, "has_accepted_answer": false, "has_summ... | null | [] | null |
forum_huggingface_137391 | forum_huggingface | problem_observation | 137391 | topic | https://discuss.huggingface.co/t/137391 | 2025-01-26T12:06:03.060000Z | createdAt | {"id": "137391", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137391", "title": "batched I/O from disk when load_dataset API is used?", "createdAt": "2025-01-26T12:06:03.060Z", "updatedAt": "2025-01-27T18:38:17.708Z", "fetched_at": "2026-09-16T07:25:50.404997Z", "body": "<p>Hi,</p>\n<p>I just downlo... | batched I/O from disk when load_dataset API is used? | <p>Hi,</p>
<p>I just downloaded a ~1TB <a href="https://huggingface.co/datasets/ll4ma-lab/grasp-dataset">HF dataset</a> onto disk using git clone and am training a model using load_dataset API in streamed mode. The stream would read samples from the disk and populate a buffer of samples, which I’d use to construct a ba... | null | null | 137391 | null | batched I/O from disk when load_dataset API is used? | <p>Hi,</p>
<p>I just downloaded a ~1TB <a href="https://huggingface.co/datasets/ll4ma-lab/grasp-dataset">HF dataset</a> onto disk using git clone and am training a model using load_dataset API in streamed mode. The stream would read samples from the disk and populate a buffer of samples, which I’d use to construct a ba... | https://discuss.huggingface.co/t/137391 | null | 2025-01-26T12:06:03.060000Z | 2025-01-27T18:38:17.708000Z | null | 2026-09-16T07:25:50.404997Z | 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/5f8ce5/{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 | [197937, 197961, 198220] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:06:49.606251Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-27T18:38:17.708Z", "can_vote": false, "category_id": 10, "closed": false, "created_at": "2025-01-26T12:06:03.060Z", "fancy_title": "batched I/O from disk when load_dataset API is used?", "featured_link": null, "has_acc... | null | [] | null |
forum_huggingface_137390 | forum_huggingface | problem_observation | 137390 | topic | https://discuss.huggingface.co/t/137390 | 2025-01-26T11:53:20.696000Z | createdAt | {"id": "137390", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137390", "title": "How to successfully ONNX pretrained models", "createdAt": "2025-01-26T11:53:20.696Z", "updatedAt": "2025-01-26T13:03:59.685Z", "fetched_at": "2026-09-16T07:25:50.405119Z", "body": "<p>Hi!</p>\n<p>I was looking for a way... | How to successfully ONNX pretrained models | <p>Hi!</p>
<p>I was looking for a way to use multithreading (<a href="https://discuss.huggingface.co/t/how-to-use-multithreading-on-a-cpu/137279/6" class="inline-onebox">How to use multithreading on a CPU - #6 by MH-BS</a>) and was directed towards ONNX. As I understood it converts existing models and then they could u... | null | null | 137390 | null | How to successfully ONNX pretrained models | <p>Hi!</p>
<p>I was looking for a way to use multithreading (<a href="https://discuss.huggingface.co/t/how-to-use-multithreading-on-a-cpu/137279/6" class="inline-onebox">How to use multithreading on a CPU - #6 by MH-BS</a>) and was directed towards ONNX. As I understood it converts existing models and then they could u... | https://discuss.huggingface.co/t/137390 | null | 2025-01-26T11:53:20.696000Z | 2025-01-26T13:03:59.685000Z | null | 2026-09-16T07:25:50.405119Z | null | null | [{"accepted_answer": false, "actions_summary": [], "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_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 | [197930, 197932, 197933, 197934, 197935, 197936, 197954, 197959] | 8 | [] | null | null | null | topic | null | 2026-09-16T09:06:50.052187Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-26T13:03:59.685Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-26T11:53:20.696Z", "fancy_title": "How to successfully ONNX pretrained models", "featured_link": null, "has_accepted_answe... | null | [] | null |
forum_huggingface_137385 | forum_huggingface | problem_observation | 137385 | topic | https://discuss.huggingface.co/t/137385 | 2025-01-26T11:19:02.876000Z | createdAt | {"id": "137385", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137385", "title": "Seeking Specialist for FineTuning AI Model", "createdAt": "2025-01-26T11:19:02.876Z", "updatedAt": "2025-01-26T14:34:37.918Z", "fetched_at": "2026-09-16T07:25:50.405249Z", "body": "<p>Hi everyone,</p>\n<p>I’m looking fo... | Seeking Specialist for FineTuning AI Model | <p>Hi everyone,</p>
<p>I’m looking for someone with expertise in fine-tuning AI models to collaborate on an exciting project.</p>
<p>Here’s the context: I’m working on creating an AI that can assist in or simulate therapy conversations. To get started, I’ve already transcribed about 100 therapy sessions and formatted t... | null | null | 137385 | null | Seeking Specialist for FineTuning AI Model | <p>Hi everyone,</p>
<p>I’m looking for someone with expertise in fine-tuning AI models to collaborate on an exciting project.</p>
<p>Here’s the context: I’m working on creating an AI that can assist in or simulate therapy conversations. To get started, I’ve already transcribed about 100 therapy sessions and formatted t... | https://discuss.huggingface.co/t/137385 | null | 2025-01-26T11:19:02.876000Z | 2025-01-26T14:34:37.918000Z | null | 2026-09-16T07:25:50.405249Z | 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/9dc877/{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 | [197923, 197962, 197976] | 3 | [] | null | null | null | topic | null | 2026-09-16T09:06:50.059726Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-26T14:34:37.918Z", "can_vote": false, "category_id": 7, "closed": false, "created_at": "2025-01-26T11:19:02.876Z", "fancy_title": "Seeking Specialist for FineTuning AI Model", "featured_link": null, "has_accepted_answe... | null | [] | null |
forum_huggingface_137382 | forum_huggingface | problem_observation | 137382 | topic | https://discuss.huggingface.co/t/137382 | 2025-01-26T10:57:51.485000Z | createdAt | {"id": "137382", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137382", "title": "Forge & Comfyui Problems", "createdAt": "2025-01-26T10:57:51.485Z", "updatedAt": "2025-02-17T15:38:06.266Z", "fetched_at": "2026-09-16T07:25:50.405360Z", "body": "<p><strong>Hello, nice to meet you.</strong></p>\n<p><st... | Forge & Comfyui Problems | <p><strong>Hello, nice to meet you.</strong></p>
<p><strong>I recently started generating AI images, but I’m having trouble with some issues. I’d appreciate some help from someone knowledgeable and kind.</strong></p>
<p><strong>1. I can’t install ComfyUi custom nodes. Even when I use comfyui manager, I can’t install th... | null | null | 137382 | null | Forge & Comfyui Problems | <p><strong>Hello, nice to meet you.</strong></p>
<p><strong>I recently started generating AI images, but I’m having trouble with some issues. I’d appreciate some help from someone knowledgeable and kind.</strong></p>
<p><strong>1. I can’t install ComfyUi custom nodes. Even when I use comfyui manager, I can’t install th... | https://discuss.huggingface.co/t/137382 | null | 2025-01-26T10:57:51.485000Z | 2025-02-17T15:38:06.266000Z | null | 2026-09-16T07:25:50.405360Z | 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/l/e99b99/{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 | [197920, 197927, 198100, 198117, 201860, 201976] | 6 | [] | null | null | null | topic | null | 2026-09-16T09:06:50.330933Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-02-12T10:48:41.016Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-26T10:57:51.485Z", "fancy_title": "Forge & Comfyui Problems", "featured_link": null, "has_accepted_answer": false, "ha... | null | [] | null |
forum_huggingface_137377 | forum_huggingface | problem_observation | 137377 | topic | https://discuss.huggingface.co/t/137377 | 2025-01-26T10:30:59.138000Z | createdAt | {"id": "137377", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137377", "title": "Streaming for Saving", "createdAt": "2025-01-26T10:30:59.138Z", "updatedAt": "2025-09-12T23:37:04.134Z", "fetched_at": "2026-09-16T07:25:50.405410Z", "body": "<p>Hi,<br>\nI am looking for a way to download a large datas... | Streaming for Saving | <p>Hi,<br>
I am looking for a way to download a large dataset, transform it and then upload it to another location. Note that the transformations for each instance is independent of others.</p>
<p>I can load the dataset in streaming mode and start the transformation but cannot find a way to write to huggingface hub (in... | null | null | 137377 | null | Streaming for Saving | <p>Hi,<br>
I am looking for a way to download a large dataset, transform it and then upload it to another location. Note that the transformations for each instance is independent of others.</p>
<p>I can load the dataset in streaming mode and start the transformation but cannot find a way to write to huggingface hub (in... | https://discuss.huggingface.co/t/137377 | null | 2025-01-26T10:30:59.138000Z | 2025-09-12T23:37:04.134000Z | null | 2026-09-16T07:25:50.405410Z | 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": "https://avatars.discourse-cdn.com/v4/letter/s/439d5e/{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 | [197915, 197928, 241805, 241824] | 4 | [] | null | null | null | topic | null | 2026-09-16T09:06:50.575934Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-09-12T23:37:04.134Z", "can_vote": false, "category_id": 10, "closed": false, "created_at": "2025-01-26T10:30:59.138Z", "fancy_title": "Streaming for Saving", "featured_link": null, "has_accepted_answer": false, "has_summa... | null | [] | null |
forum_huggingface_137376 | forum_huggingface | problem_observation | 137376 | topic | https://discuss.huggingface.co/t/137376 | 2025-01-26T10:30:38.441000Z | createdAt | {"id": "137376", "record_type": "topic", "url": "https://discuss.huggingface.co/t/137376", "title": "Need help on training LoRA model", "createdAt": "2025-01-26T10:30:38.441Z", "updatedAt": "2025-01-30T15:42:03.610Z", "fetched_at": "2026-09-16T07:25:50.405456Z", "body": "<p>I’m trying to train LoRA with human faces the... | Need help on training LoRA model | <p>I’m trying to train LoRA with human faces then create photo with existing txt2img models.</p>
<h2><a name="p-197914-environment-1" class="anchor" href="#p-197914-environment-1" aria-label="Heading link"></a>Environment</h2>
<ul>
<li>AWS g4dn.xlarge instance (T4 GPU, 16GB vRAM)</li>
<li>kohya_ss master branch</li>
<l... | null | null | 137376 | null | Need help on training LoRA model | <p>I’m trying to train LoRA with human faces then create photo with existing txt2img models.</p>
<h2><a name="p-197914-environment-1" class="anchor" href="#p-197914-environment-1" aria-label="Heading link"></a>Environment</h2>
<ul>
<li>AWS g4dn.xlarge instance (T4 GPU, 16GB vRAM)</li>
<li>kohya_ss master branch</li>
<l... | https://discuss.huggingface.co/t/137376 | null | 2025-01-26T10:30:38.441000Z | 2025-01-30T15:42:03.610000Z | null | 2026-09-16T07:25:50.405456Z | 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/o/fbc32d/{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 | [197914, 197931, 198538, 198562, 198792, 198958] | 6 | [] | null | null | null | topic | null | 2026-09-16T09:06:51.290018Z | {"archetype": "regular", "archived": false, "bookmarked": null, "bumped": true, "bumped_at": "2025-01-30T15:42:03.610Z", "can_vote": false, "category_id": 5, "closed": false, "created_at": "2025-01-26T10:30:38.441Z", "fancy_title": "Need help on training LoRA model", "featured_link": null, "has_accepted_answer": false,... | null | [] | null |
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