Instructions to use opentensor/bt-opt-1.3b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use opentensor/bt-opt-1.3b with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="opentensor/bt-opt-1.3b")# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("opentensor/bt-opt-1.3b") model = AutoModelForCausalLM.from_pretrained("opentensor/bt-opt-1.3b") - Notebooks
- Google Colab
- Kaggle
- Local Apps
- vLLM
How to use opentensor/bt-opt-1.3b with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "opentensor/bt-opt-1.3b" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "opentensor/bt-opt-1.3b", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/opentensor/bt-opt-1.3b
- SGLang
How to use opentensor/bt-opt-1.3b 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 "opentensor/bt-opt-1.3b" \ --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": "opentensor/bt-opt-1.3b", "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 "opentensor/bt-opt-1.3b" \ --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": "opentensor/bt-opt-1.3b", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use opentensor/bt-opt-1.3b with Docker Model Runner:
docker model run hf.co/opentensor/bt-opt-1.3b
model documentation
#2
by nazneen - opened
No description provided.
Hi @robertmyers
This PR has documentation about your model and is based on the format we are using as part of our effort to standardize model cards at Hugging Face. Please feel free to merge as is or edit as you like and then merge.
spectacular!
robertmyers changed pull request status to merged