Instructions to use facebook/opt-1.3b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use facebook/opt-1.3b with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="facebook/opt-1.3b")# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("facebook/opt-1.3b", dtype="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use facebook/opt-1.3b with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "facebook/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": "facebook/opt-1.3b", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/facebook/opt-1.3b
- SGLang
How to use facebook/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 "facebook/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": "facebook/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 "facebook/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": "facebook/opt-1.3b", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use facebook/opt-1.3b with Docker Model Runner:
docker model run hf.co/facebook/opt-1.3b
TMT: dynamic graph attention beats Mamba on WikiText-2 at 48% compute — open source
#36 opened 23 days ago
by
vigneshwar234
OPTs models allow quantization????
#35 opened about 1 year ago
by
ppinedo
How can we know which token_id maps which token?
1
#32 opened over 2 years ago
by
LeoStrange26
Adding Evaluation Results
#31 opened over 2 years ago
by
leaderboard-pr-bot
Adding `safetensors` variant of this model
#29 opened almost 3 years ago
by
SFconvertbot
🚩 Report : Ethical issue(s)
#27 opened about 3 years ago
by
shuo12345
Running model on mac m1
#26 opened about 3 years ago
by
parthvana
Adding `safetensors` variant of this model
#25 opened over 3 years ago
by
SFconvertbot
Add evaluation results on the top_en_ config and test split of futin/feed
#24 opened over 3 years ago
by
autoevaluator
Add evaluation results on the sen_en_ config and test split of futin/feed
#23 opened over 3 years ago
by
autoevaluator
Add evaluation results on the sen_en config and test split of futin/feed
#22 opened over 3 years ago
by
autoevaluator
Add evaluation results on the sen_vi config and test split of futin/feed
#21 opened over 3 years ago
by
autoevaluator
Add evaluation results on the top_en config and test split of futin/feed
#20 opened over 3 years ago
by
autoevaluator
Add evaluation results on the top_vi config and test split of futin/feed
#19 opened over 3 years ago
by
autoevaluator
Add evaluation results on the en config and test split of futin/random
#18 opened over 3 years ago
by
autoevaluator
Add evaluation results on the vi_3 config and test split of futin/guess
#17 opened over 3 years ago
by
autoevaluator
Add evaluation results on the en_3 config and test split of futin/guess
#16 opened over 3 years ago
by
autoevaluator
Add evaluation results on the vi config and test split of futin/guess
#15 opened over 3 years ago
by
autoevaluator
Add evaluation results on the en config and test split of futin/guess
#14 opened over 3 years ago
by
autoevaluator
Add evaluation results on the mathemakitten--winobias_antistereotype_test_cot config and test split of mathemakitten/winobias_antistereotype_test_cot
#13 opened over 3 years ago
by
autoevaluator
Remove unused `activation_dropout`
#7 opened almost 4 years ago
by
shijie-wu
Bug fix!
#4 opened about 4 years ago
by
patrickvonplaten