Instructions to use FreedomIntelligence/HuatuoGPT-3-7B-Pangu with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use FreedomIntelligence/HuatuoGPT-3-7B-Pangu with Transformers:

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

pipe = pipeline("text-generation", model="FreedomIntelligence/HuatuoGPT-3-7B-Pangu", trust_remote_code=True)
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoModelForCausalLM
model = AutoModelForCausalLM.from_pretrained("FreedomIntelligence/HuatuoGPT-3-7B-Pangu", trust_remote_code=True, device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use FreedomIntelligence/HuatuoGPT-3-7B-Pangu with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "FreedomIntelligence/HuatuoGPT-3-7B-Pangu"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "FreedomIntelligence/HuatuoGPT-3-7B-Pangu",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/FreedomIntelligence/HuatuoGPT-3-7B-Pangu

SGLang

How to use FreedomIntelligence/HuatuoGPT-3-7B-Pangu 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 "FreedomIntelligence/HuatuoGPT-3-7B-Pangu" \
    --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": "FreedomIntelligence/HuatuoGPT-3-7B-Pangu",
		"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 "FreedomIntelligence/HuatuoGPT-3-7B-Pangu" \
        --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": "FreedomIntelligence/HuatuoGPT-3-7B-Pangu",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use FreedomIntelligence/HuatuoGPT-3-7B-Pangu with Docker Model Runner:
```
docker model run hf.co/FreedomIntelligence/HuatuoGPT-3-7B-Pangu
```

HuatuoGPT-3-7B-Pangu / tokenizer_config.json

jymcc

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"rstrip": false, "single_word": false, "special": true}, "45986": {"content": "[unused18]", "lstrip": false, "normalized": false, "rstrip": false, "single_word": false, "special": true}, "46005": {"content": "[unused19]", "lstrip": false, "normalized": false, "rstrip": false, "single_word": false, "special": true}, "46007": {"content": "[unused20]", "lstrip": false, "normalized": false, "rstrip": false, "single_word": false, "special": true}, "46014": {"content": "[unused21]", "lstrip": false, "normalized": false, "rstrip": false, "single_word": false, "special": true}, "46017": {"content": "[unused22]", "lstrip": false, "normalized": false, "rstrip": false, "single_word": false, "special": true}, "46028": {"content": "[unused23]", "lstrip": false, "normalized": false, "rstrip": false, "single_word": false, "special": true}, "46032": {"content": "[unused24]", "lstrip": false, "normalized": false, "rstrip": false, "single_word": false, "special": true}, "46081": {"content": "[unused25]", "lstrip": false, "normalized": false, "rstrip": false, "single_word": false, "special": true}, "46086": {"content": "[unused26]", "lstrip": false, "normalized": false, "rstrip": false, "single_word": false, "special": true}, "46101": {"content": "[unused27]", "lstrip": false, "normalized": false, "rstrip": false, "single_word": false, "special": true}, "46183": {"content": "[unused28]", "lstrip": false, "normalized": false, "rstrip": false, "single_word": false, "special": true}, "46230": {"content": "[unused29]", "lstrip": false, "normalized": false, "rstrip": false, "single_word": false, "special": true}, "46245": {"content": "[unused30]", "lstrip": false, "normalized": false, "rstrip": false, "single_word": false, "special": true}, "46257": {"content": "[unused31]", "lstrip": false, "normalized": false, "rstrip": false, "single_word": false, "special": true}, "144208": {"content": "[unused32]", "lstrip": false, "normalized": false, "rstrip": false, "single_word": 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'[unused10]'}}{% endif %}{% if message['role'] == 'function' %}{{'[unused9]方法：' + message['content'] + '[unused10]'}}{% endif %}{% if message['role'] == 'user' %}{{'[unused9]用户：' + message['content'] + '[unused10]'}}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '[unused9]助手：' }}{% endif %}"}