Instructions to use Writer/palmyra-med-20b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Writer/palmyra-med-20b with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="Writer/palmyra-med-20b")# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("Writer/palmyra-med-20b") model = AutoModelForCausalLM.from_pretrained("Writer/palmyra-med-20b") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use Writer/palmyra-med-20b with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "Writer/palmyra-med-20b" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "Writer/palmyra-med-20b", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/Writer/palmyra-med-20b
- SGLang
How to use Writer/palmyra-med-20b 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 "Writer/palmyra-med-20b" \ --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": "Writer/palmyra-med-20b", "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 "Writer/palmyra-med-20b" \ --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": "Writer/palmyra-med-20b", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use Writer/palmyra-med-20b with Docker Model Runner:
docker model run hf.co/Writer/palmyra-med-20b
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# Palmyra-med-20b
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## Model description
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**DEPRECATED MODEL NOTICE**
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==========================
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Please note that this model is no longer maintained or supported by our team. We strongly advise against using it in production or for any critical applications.
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Instead, we recommend using our latest and greatest models, which can be found at:
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https://huggingface.co/collections/Writer/palmyra-writer-license-66476fa8156169f8720a2c89
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==========================
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# Palmyra-med-20b
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## Model description
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