Instructions to use MightyDragon-Dev/Chinese-Dragon-GPT1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use MightyDragon-Dev/Chinese-Dragon-GPT1 with Transformers:

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

pipe = pipeline("text-generation", model="MightyDragon-Dev/Chinese-Dragon-GPT1")

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("MightyDragon-Dev/Chinese-Dragon-GPT1")
model = AutoModelForCausalLM.from_pretrained("MightyDragon-Dev/Chinese-Dragon-GPT1", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use MightyDragon-Dev/Chinese-Dragon-GPT1 with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "MightyDragon-Dev/Chinese-Dragon-GPT1"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "MightyDragon-Dev/Chinese-Dragon-GPT1",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/MightyDragon-Dev/Chinese-Dragon-GPT1

SGLang

How to use MightyDragon-Dev/Chinese-Dragon-GPT1 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 "MightyDragon-Dev/Chinese-Dragon-GPT1" \
    --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": "MightyDragon-Dev/Chinese-Dragon-GPT1",
		"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 "MightyDragon-Dev/Chinese-Dragon-GPT1" \
        --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": "MightyDragon-Dev/Chinese-Dragon-GPT1",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use MightyDragon-Dev/Chinese-Dragon-GPT1 with Docker Model Runner:
```
docker model run hf.co/MightyDragon-Dev/Chinese-Dragon-GPT1
```

MightyDragon-Dev commited on May 6

Commit

ca3b545

verified ·

1 Parent(s): 74f03a9

Update README.md

Browse files

Files changed (1) hide show

README.md +1 -1

README.md CHANGED Viewed

@@ -24,7 +24,7 @@ model-index:
 ## Model Details
 - **Architecture:** GPT-1 (Custom Small Configuration)
-- **Parameters:** 82.7 Million
 - **Layers (n_layer):** 6
 - **Hidden Dimension (n_embd):** 768
 - **Attention Heads (n_head):** 12

 ## Model Details
 - **Architecture:** GPT-1 (Custom Small Configuration)
+- **Parameters:** 82,659,840
 - **Layers (n_layer):** 6
 - **Hidden Dimension (n_embd):** 768
 - **Attention Heads (n_head):** 12