Instructions to use solidrust/bagel-7b-v0.5-AWQ with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use solidrust/bagel-7b-v0.5-AWQ with Transformers:

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("text-generation", model="solidrust/bagel-7b-v0.5-AWQ")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("solidrust/bagel-7b-v0.5-AWQ")
model = AutoModelForCausalLM.from_pretrained("solidrust/bagel-7b-v0.5-AWQ", device_map="auto")
messages = [
    {"role": "user", "content": "Who are you?"},
]
inputs = tokenizer.apply_chat_template(
	messages,
	add_generation_prompt=True,
	tokenize=True,
	return_dict=True,
	return_tensors="pt",
).to(model.device)

outputs = model.generate(**inputs, max_new_tokens=40)
print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:]))

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use solidrust/bagel-7b-v0.5-AWQ with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "solidrust/bagel-7b-v0.5-AWQ"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "solidrust/bagel-7b-v0.5-AWQ",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/solidrust/bagel-7b-v0.5-AWQ

SGLang

How to use solidrust/bagel-7b-v0.5-AWQ with SGLang:

Install from pip and serve model

# Install SGLang from pip:
pip install sglang
# Start the SGLang server:
python3 -m sglang.launch_server \
    --model-path "solidrust/bagel-7b-v0.5-AWQ" \
    --host 0.0.0.0 \
    --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "solidrust/bagel-7b-v0.5-AWQ",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker images

docker run --gpus all \
    --shm-size 32g \
    -p 30000:30000 \
    -v ~/.cache/huggingface:/root/.cache/huggingface \
    --env "HF_TOKEN=<secret>" \
    --ipc=host \
    lmsysorg/sglang:latest \
    python3 -m sglang.launch_server \
        --model-path "solidrust/bagel-7b-v0.5-AWQ" \
        --host 0.0.0.0 \
        --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "solidrust/bagel-7b-v0.5-AWQ",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use solidrust/bagel-7b-v0.5-AWQ with Docker Model Runner:
```
docker model run hf.co/solidrust/bagel-7b-v0.5-AWQ
```

bagel-7b-v0.5-AWQ

Commit History

Updated base_model tag in README.md

de8b4ce
verified

Suparious commited on Sep 3, 2024

Update tokenizer_config.json

9290cdd
verified

Suparious commited on Apr 17, 2024

update link to DPO version

8ebe38e
verified

Suparious commited on Apr 15, 2024

add model avatar

8287421
verified

Suparious commited on Apr 14, 2024

add model card

202f1f4
verified

Suparious commited on Apr 14, 2024

adding quant config

2d76893

Shaun Prince commited on Apr 14, 2024

add awq model

821b17d

Shaun Prince commited on Apr 14, 2024

initial commit

c7c2e93
verified

Suparious commited on Apr 14, 2024

Commit History

Updated base_model tag in README.md de8b4ce verified

Update tokenizer_config.json 9290cdd verified

update link to DPO version 8ebe38e verified

add model avatar 8287421 verified

add model card 202f1f4 verified

adding quant config 2d76893

add awq model 821b17d

initial commit c7c2e93 verified

Updated base_model tag in README.md

de8b4ce
verified

Update tokenizer_config.json

9290cdd
verified

update link to DPO version

8ebe38e
verified

add model avatar

8287421
verified

add model card

202f1f4
verified

adding quant config

2d76893

add awq model

821b17d

initial commit

c7c2e93
verified