Instructions to use openbmb/cpm-bee-10b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use openbmb/cpm-bee-10b with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="openbmb/cpm-bee-10b", trust_remote_code=True)# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("openbmb/cpm-bee-10b", trust_remote_code=True, dtype="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps
- vLLM
How to use openbmb/cpm-bee-10b with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "openbmb/cpm-bee-10b" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "openbmb/cpm-bee-10b", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/openbmb/cpm-bee-10b
- SGLang
How to use openbmb/cpm-bee-10b 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 "openbmb/cpm-bee-10b" \ --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": "openbmb/cpm-bee-10b", "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 "openbmb/cpm-bee-10b" \ --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": "openbmb/cpm-bee-10b", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use openbmb/cpm-bee-10b with Docker Model Runner:
docker model run hf.co/openbmb/cpm-bee-10b
Adding `safetensors` variant of this model
#9 opened over 1 year ago
by
SFconvertbot
Error loading model or tokenizer: 'CpmBeeTokenizer' object has no attribute 'encoder'
#8 opened over 1 year ago
by
fragrantly
how does the function ```prepare_for_finetune``` work?
2
#7 opened over 2 years ago
by
timaos
Compatible with ooba?
#6 opened almost 3 years ago
by
BBLL3456
'<' has been replaced with '<<', but the tokenizer still reported an error
1
#5 opened almost 3 years ago
by
qizhao
Add support for return_dict_in_generate
#4 opened almost 3 years ago
by
Lockee
Error while running it with huggingface transformers
1
#3 opened almost 3 years ago
by
zcpp
No such file or directory: 'path/to/checkpoint.pt'
1
#2 opened almost 3 years ago
by
mycat
Unrecognized model in openbmb/cpm-bee-10b. Should have a `model_type` key in its config.json
4
#1 opened almost 3 years ago
by
hendrydong