Instructions to use Intel/neural-chat-7b-v3-2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use Intel/neural-chat-7b-v3-2 with Transformers:

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

pipe = pipeline("text-generation", model="Intel/neural-chat-7b-v3-2")

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("Intel/neural-chat-7b-v3-2")
model = AutoModelForCausalLM.from_pretrained("Intel/neural-chat-7b-v3-2")

Inference
Notebooks
Google Colab
Kaggle
Local Apps

vLLM

How to use Intel/neural-chat-7b-v3-2 with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "Intel/neural-chat-7b-v3-2"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "Intel/neural-chat-7b-v3-2",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/Intel/neural-chat-7b-v3-2

SGLang

How to use Intel/neural-chat-7b-v3-2 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 "Intel/neural-chat-7b-v3-2" \
    --host 0.0.0.0 \
    --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "Intel/neural-chat-7b-v3-2",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

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 "Intel/neural-chat-7b-v3-2" \
        --host 0.0.0.0 \
        --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "Intel/neural-chat-7b-v3-2",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use Intel/neural-chat-7b-v3-2 with Docker Model Runner:
```
docker model run hf.co/Intel/neural-chat-7b-v3-2
```

neural-chat-7b-v3-2

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Commit History

Update README.md 0d8f776 verified

Update README.md d0be644 verified

Update README.md fae7b4e verified

Update README.md 1ca0df5 verified

Update README.md (#6) 4f23bb6 verified

update doc. a9d0f9a

update doc. 284e906

update doc. 090202f

add doc. 2ecaf10

update model. 5110ac2

patch math ability. 6fb59b9

initial commit 9024eca

Update README.md

0d8f776
verified

Update README.md

d0be644
verified

Update README.md

fae7b4e
verified

Update README.md

1ca0df5
verified

Update README.md (#6)

4f23bb6
verified

update doc.

a9d0f9a

update doc.

284e906

update doc.

090202f

add doc.

2ecaf10

update model.

5110ac2

patch math ability.

6fb59b9

initial commit

9024eca