Instructions to use ckip-joint/bloom-1b1-zh with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use ckip-joint/bloom-1b1-zh with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="ckip-joint/bloom-1b1-zh")# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("ckip-joint/bloom-1b1-zh") model = AutoModel.from_pretrained("ckip-joint/bloom-1b1-zh", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use ckip-joint/bloom-1b1-zh with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "ckip-joint/bloom-1b1-zh" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "ckip-joint/bloom-1b1-zh", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/ckip-joint/bloom-1b1-zh
- SGLang
How to use ckip-joint/bloom-1b1-zh 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 "ckip-joint/bloom-1b1-zh" \ --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": "ckip-joint/bloom-1b1-zh", "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 "ckip-joint/bloom-1b1-zh" \ --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": "ckip-joint/bloom-1b1-zh", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use ckip-joint/bloom-1b1-zh with Docker Model Runner:
docker model run hf.co/ckip-joint/bloom-1b1-zh
paper link on the model card points to https://arxiv.org/
#1
by ydshieh - opened
Hi! Great work on bloom-zh ππ! Super happy to see more and powerful models on the traditional Chinese language!
When I clicked the paper link, it links to https://arxiv.org/ instead of the paper page itself. Is the paper already available on arxiv?
Would love to read more details, thank you!
Hi! Thank you for your interest in the model and the paper. We are currently finalizing the paper. The paper will be released soon!