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fine-tuning-llm

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architkaila / Fine-Tuning-LLMs-for-Medical-Entity-Extraction

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Exploring the potential of fine-tuning Large Language Models (LLMs) like Llama2 and StableLM for medical entity extraction. This project focuses on adapting these models using PEFT, Adapter V2, and LoRA techniques to efficiently and accurately extract drug names and adverse side-effects from pharmaceutical texts

entity-extraction medical-application large-language-models fine-tuning-llm parameter-efficient-fine-tuning
  • Updated Dec 13, 2023
  • Python

aaaastark / Pretrain_Finetune_Transformers_Pytorch

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Pre-Training and Fine-Tuning transformer models using PyTorch and the Hugging Face Transformers library. Whether you're delving into pre-training with custom datasets or fine-tuning for specific classification tasks, these notebooks offer explanations and code for implementation.

python transformers pytorch fine-tuning pre-training pre-trained-model pre-trained-language-models huggin huggingface-transformers transformers-models huggingface-datasets large-language-models llms fine-tuning-llm
  • Updated Mar 13, 2024
  • Jupyter Notebook

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