fine-tuning

A fine-tuning SDK — any open model, any harness, any method. 12 training methods behind one argument; pure-stdlib core.

This repository contains the source code and related resources for R-LoRA.

[EMNLP22] Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models

T̶̘̊h̷̙͘į̸̀ș̷͌ ̴̳̀r̴̬̕e̷̬͐p̵͍̚o̵̧̎s̶̗͂i̷͚̿t̷̟͝õ̴͙ř̵̘y̷̛̪ ̴̮͌i̶͊͜s̴̠̊ ̴̼͗f̶͘͜i̵̮͊n̴̨̊e̶̖̍!̷̝͋ ̴̨͛T̷̐͜h̷̺̔e̶̩̍r̸̰͒é̶̥ ̸̻̇ȉ̶͍s̵̡̍ ̴̛̫n̶̼̓ọ̷̀t̸̊ͅh̵̙͑ĩ̶͚n̵͙̋g̴̫̃ ̸̼͊w̷̘̿r̶̩̓o̷̠͝n̷͉͌g̶̞͒ ̷̛̼ọ̸̓v̶͍̈́e̵̺͑r̸̻̄ ̴̲̀h̸̉ͅé̶͙r̷̻̾e̷̠͛.̸̨̌

PLMFit platform for TL on PLMs

Fine-tune the newly released Llama-3.2 lightweight models.

📘 Taiwan-LLM Tutor: Large Language Models for Taiwanese Secondary Education

大模型学习--从模型部署到模型微调，此项目是经过训练营学习后，结合训练营项目，自我理解消化总结，以及创新型应用。可star/fork

[ACL 2026] CoCoA: Collaborative Chain-of-Agents for Parametric-Retrieved Knowledge Synergy

BoDmagh dataset is a Supervised Fine-Tuning (SFT) dataset for the Darija language

This notebook contains the code script I used to fine tune a Llama-2 LLM to create a python codeium generator using a custom build dataset

Writing that's kin to yours

LLM fine-tuning with LoRA + NVFP4/MXFP8 on NVIDIA DGX Spark (Blackwell GB10)

Context & Guide For Reinforcement Learning with Verifiable Rewards with Large Language Models

This repository has been created to keep track of my 5 days progress.

Official Implementation of "Fine-Tuning is Fine, if Calibrated.", NeurIPS 2024

ISIC 2019 - Skin Lesion Analysis Towards Melanoma Detection

Locally fine-tuned Russian RAG models: document splitter, query expansion, retrieval embedder. Teacher distillation → GGUF → llama.cpp on AMD Vulkan. Commercial-OK licenses.

一个开箱即用、用于二分类任务的大语言微调模型框架。An out-of-the-box LLM fine-tuning framework for medical binary classification.

RadCrew.org website with LLM-powered chatbot