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README.md
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tags: []
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##
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Zebra-Llama is a specialized version of the Llama-3-8b-instruct model, fine-tuned using data specific to EDS. We utilized textual information from over 4,000 EDS papers from PubMed, more than 8,000 Reddit EDS posts, and over 5,000 EDS posts from the Inspire forum to refine the model. As a result, this model is adept at providing accurate responses to questions related to EDS.
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## Model Details
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### Model Sources
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**Repository:** https://github.com/karthiksoman/
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## Uses
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<img src="https://cdn-uploads.huggingface.co/production/uploads/6515dc0cca07b261439e8f0d/aZQhFHrctn7s1RdRkTx9w.png" style="max-height: 500px; max-width: 500px;" />
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### Training Data
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Training data : https://github.com/karthiksoman/llm_for_eds/blob/main/eds_data/rare_disease_eds_data.json
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## Evaluation
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Evaluation data : https://github.com/karthiksoman/llm_for_eds/blob/main/eds_data/hackathon_test_questions.jsonl
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<img src="https://cdn-uploads.huggingface.co/production/uploads/6515dc0cca07b261439e8f0d/j_35iEnYK93Am8wZj9L4B.png" style="max-height: 500px; max-width: 500px;" />
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*Definition of scores used for evaluation*:
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tags: []
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## zebra-Llama/zebra-Llama-v0.1
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Zebra-Llama is a specialized version of the Llama-3-8b-instruct model, fine-tuned using data specific to EDS. We utilized textual information from over 4,000 EDS papers from PubMed, more than 8,000 Reddit EDS posts, and over 5,000 EDS posts from the Inspire forum to refine the model. As a result, this model is adept at providing accurate responses to questions related to EDS.
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## Try zebra-Llama for EDS related questions
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UI for zebra-Llama
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https://zebra-llama-ui.streamlit.app/
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## Model Details
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### Model Sources
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**Repository:** https://github.com/karthiksoman/zebra-Llama
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## Uses
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<img src="https://cdn-uploads.huggingface.co/production/uploads/6515dc0cca07b261439e8f0d/aZQhFHrctn7s1RdRkTx9w.png" style="max-height: 500px; max-width: 500px;" />
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## Evaluation
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<img src="https://cdn-uploads.huggingface.co/production/uploads/6515dc0cca07b261439e8f0d/j_35iEnYK93Am8wZj9L4B.png" style="max-height: 500px; max-width: 500px;" />
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*Definition of scores used for evaluation*:
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