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THE COMPARISON OF KNOWLEDGE-BASED VS. CASE-BASED TRAINING EFFECTIVENESS OF LARGE LANGUAGE MODELS FOR MEDICAL DIAGNOSIS

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Aprilistic/Medical_LLM

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Research ongoing

We will update our paperwork and progress later here.

Fine-tuned LLaMa2-7b-chat-hf Models

Model / trained dataset Transformer .gguf converted with q8_0
Baseline / pubmed-qa link link
Knowledge based link link
Virtual Patient Case-based link link
Both knowledge and cases link link

Fine-tuned LLaMa2-13b-chat-hf Models

Model / trained dataset Transformer .gguf converted with q8_0
Baseline / pubmed-qa link link
Knowledge based link link
Virtual Patient Case-based link link
Both knowledge and cases link link

A Step-by-Step Guide

A Step-by-Step Guide

Contributers

  • Jinho Heo - Major feature development - @Aprilistic
  • Jinsig Yoo - Major feature development - @starplantr
  • Sangyoon Kim - Major feature development - @ndkim11

References

meta-llama (Meta Llama 2)

llama.cpp

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THE COMPARISON OF KNOWLEDGE-BASED VS. CASE-BASED TRAINING EFFECTIVENESS OF LARGE LANGUAGE MODELS FOR MEDICAL DIAGNOSIS

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