Popular GitHub Repositories for Llm Fine Tuning

An innovative library for efficient LLM inference via low-bit quantization

Distributed Reinforcement Learning for LLM Fine-Tuning with multi-GPU utilization

FlowerTune LLM on Coding Dataset

FlowerTune LLM on Medical Dataset

你不知道自己已经写就的个人知识图谱

一个小型的对话数据集，用于探索机器决策、自主性和一致性的边界。可用于微调对话代理或测试道德推理。

This repository contains code to fine llm with diverse peft techniques with custom datasets.

Fine-tune large language models (LLMs) using the Hugging Face Transformers library.

ARC-Test-Time-Training (ARC-TTT)

FlowerTune LLM on Medical Dataset

This repository contains all the notebooks, resources, and documentation used to develop and evaluate models for the Automated Essay Scoring (AES) Kaggle competition. The project aims to build an open-source solution for automated essay evaluation to support educators and provide timely feedback to students.

Implemented and fine-tuned BERT for a custom sequence classification task, leveraging LoRA adapters for efficient parameter updates and 4-bit quantization to optimize performance and resource utilization.

一个小型的对话数据集，用于探索机器决策、自主性和一致性的边界。可用于微调对话代理或测试道德推理。

FlowerTune LLM on NLP Dataset

A web app for detecting plagiarism between two PDFs. Users can upload PDF files, and the app will detect plagiarism by leveraging a fine-tuned LLM model (SmolLM2-135M) trained on the MIT Plagiarism Detection Dataset.

FlowerTune LLM on Finance Dataset (sentiment analysis)

FlowerTune LLM on NLP Dataset

这个代码库包含使用各种 PEFT 技术和自定义数据集来微调大型语言模型的代码。