#Finetuning
Showing 35 of 35 repositories tagged #finetuning, ranked by stars
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services
Efficient Triton Kernels for LLM Training
H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
Easiest and laziest way for building multi-agent LLMs applications.
Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.
Interact with your SQL database, Natural Language to SQL using LLMs
Build, personalize and control your own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6
Mastering Applied AI, One Concept at a Time
制作懂人情世故的大语言模型 | 涵盖提示词工程、RAG、Agent、LLM微调教程
稳定省钱的OpenAI、Claude、Gemini等的API接口-For企业和开发者。OpenAI的api proxy，支持ChatGPT的API调用，支持Anthropic claude的官方接口形式，支持Google gemini的官方接口形式，支持：gpt-5，sora。不需要openai Key, 不需要买openai的账号，不需要美元的银行卡，通通不用的，直接调用就行，稳定好用！！ztoken pro
Open source project for data preparation for GenAI applications
🚀 Pytorch Distributed native training library for LLMs/VLMs with OOTB Hugging Face support
🏗️ Fine-tune, build, and deploy open-source LLMs easily!
Provide best practices for LMOps, as well as elegant and convenient access to the features of the Qianfan MaaS Platform. (提供大模型工具链最佳实践，以及优雅且便捷地访问千帆大模型平台）
A minimal codebase for finetuning large multimodal models, supporting llava-1.5/1.6, llava-interleave, llava-next-video, llava-onevision, llama-3.2-vision, qwen-vl, qwen2-vl, phi3-v etc.
Live-bending a foundation model’s output at neural network level.
A curated list of open source repositories for AI Engineers
[ACL 2025 Findings] Autonomous Data Selection with Zero-shot Generative Classifiers for Mathematical Texts (https://huggingface.co/papers/2402.07625)
Gen AI Large Language Model Projects
This repo covers LLM, Agents, MCP Tools, Skills concepts with sample codes: LangChain & LangGraph, AWS Strands Agents, Google Agent Development Kit, Fundamentals.
nanogpt turned into a chat model
A recipe that will walk you through using either Meta Llama 3.1 405B or OpenAI GPT-4o deployed on Azure AI to generate a synthetic dataset using UC Berkeley's Gorilla project RAFT method.
Finetune Llama 2 on Colab for free on your own data: step-by-step tutorial
Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.
All-in-One: Text Embedding, Retrieval, Reranking and RAG in Transformers
A PyTorch Lightning extension that accelerates and enhances foundation model experimentation with flexible fine-tuning schedules.
Praetor is a lightweight finetuning data and prompt management tool
Build an Autonomous Web3 AI Trading Agent (BASE + Uniswap V4 example)
vision language models finetuning notebooks & use cases (Medgemma - paligemma - florence .....)
UnitGen 是一个用于生成微调代码的数据框架 —— 直接从你的代码库中生成微调数据：代码补全、测试生成、文档生成等。UnitGen is a code fine-tuning data framework that generates data from your existing codebase.
Finetune any model on HF in less than 30 seconds
Gemma2(9B), Llama3-8B-Finetune-and-RAG, code base for sample, implemented in Kaggle platform
The complete open-source LLM curriculum — prompt engineering, RAG, fine-tuning, agents, and production deployment. Beginner to advanced. Python. Free forever.