Text Generation
Transformers
English
table-understanding
instruction-tuning
replication
tabular-data
Instructions to use dnaihao/olmo-tablellm with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use dnaihao/olmo-tablellm with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="dnaihao/olmo-tablellm")# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("dnaihao/olmo-tablellm", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use dnaihao/olmo-tablellm with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "dnaihao/olmo-tablellm" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "dnaihao/olmo-tablellm", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/dnaihao/olmo-tablellm
- SGLang
How to use dnaihao/olmo-tablellm 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 "dnaihao/olmo-tablellm" \ --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": "dnaihao/olmo-tablellm", "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 "dnaihao/olmo-tablellm" \ --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": "dnaihao/olmo-tablellm", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use dnaihao/olmo-tablellm with Docker Model Runner:
docker model run hf.co/dnaihao/olmo-tablellm
Commit ·
f22aee8
0
Parent(s):
Initial commit for olmo-tablellm
Browse files- .gitattributes +43 -0
- config.json +3 -0
- generation_config.json +3 -0
- latest +1 -0
- model-00001-of-00003.safetensors +3 -0
- model-00002-of-00003.safetensors +3 -0
- model-00003-of-00003.safetensors +3 -0
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>>>>>>> 3349b01 (Initial commit for olmo-tablellm)
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