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shaheennabi / Production-Ready-Instruction-Finetuning-of-Meta-Llama-3.2-3B-Instruct-Project

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Star 20

Instruction Fine-Tuning of Meta Llama 3.2-3B Instruct on Kannada Conversations. Tailoring the model to follow specific instructions in Kannada, enhancing its ability to generate relevant, context-aware responses based on conversational inputs. Using the Kannada Instruct dataset for fine-tuning! Happy Finetuning 🎋

training open-source meta gpu inference deployed production-ready quantization peft finetuning huggingface modular-code qlora bitsandbytes gguf 4bit-quantize unsloth 4bitprecision anthropic-hh-golden unified-language-model-aligning
  • Updated Jan 30, 2025
  • Jupyter Notebook

Breeze648 / MedCoT-7B

Star 17

本项目利用医学领域的 CoT 数据对 Deepseek-R1-Distill-Qwen-7B 进行微调，通过 QLoRA 量化和 Unsloth 加速训练，显著提升模型在复杂医学推理任务中的慢思考能力。知识蒸馏技术使轻量级模型获得大模型的推理优势，实现高效、准确且具有解释性的医学问答系统。

nlp ai lora medical-application distillation llm chain-of-thought qlora qwen unsloth deepseek-r1 4-bit-quantization
  • Updated Mar 10, 2025
  • Python
Biomedical-Knowledge-Graph

alisonmitchell / Biomedical-Knowledge-Graph

Star 11

Information extraction from unstructured text to build a knowledge graph using techniques from traditional NLP to pre-trained transformers and LLMs for NER and Linking, and Relation Extraction.

knowledge-graph named-entity-recognition drug-repurposing arxiv biomedical relation-extraction coreference-resolution europe-pmc grobid groq bertopic langchain llamaindex unsloth pdfminersix fastcoref bern2 kazu melodi-presto spacy-scispacy
  • Updated Dec 7, 2024
  • Jupyter Notebook

SrikarVeluvali / Astor-AI

Star 9

AstorAI is a user-friendly medical chatbot powered by Retrieval-Augmented Generation (RAG) and the advanced LLama 3 model. It offers real-time, accurate responses to a wide range of medical queries, ensuring privacy and security in every interaction. Designed for ease of use, AstorAI provides reliable health information on various topics 24/7.

react flask mongodb transformers huggingface llm ollama unsloth llama3
  • Updated Nov 9, 2024
  • Jupyter Notebook

harshit433 / ResurrectAI

Star 7

ResurrectAI is an AI-driven chat application designed to bring the wisdom and knowledge of great historical personalities to life. Leveraging advanced language models and fine-tuning techniques, ResurrectAI enables users to interact with AI avatars of iconic figures, gaining access to their insights, guidance, and philosophical teaching in realtime

python flask machine-learning firebase chatbot artificial-intelligence flutter language-model html-css-javascript conversational-ai finetuning-llms ollama unsloth llama3-1
  • Updated Oct 14, 2024
  • Dart

hyeonsangjeon / PDF2LLM-Tuning-Studio

Star 6

PDF 문서에서 GPU 가속 처리로 고품질 질의응답(QA) 데이터를 자동 생성하고 LLM을 효율적으로 파인튜닝하는 솔루션입니다. Unstructured 라이브러리와 AWS Bedrock Claude로 도메인 특화 QA 쌍을 생성하고, LoRA 기법으로 경량 모델을 훈련합니다.

processing docker aws gpu cuda bedrock data-extraction pdf-generation claude unstructured distillation finetuning sagemaker pdf-text-extraction data-argumantation llm unsloth processing-job text-disti
  • Updated Jun 5, 2025
  • Jupyter Notebook

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