Explore a comprehensive collection of resources, tutorials, papers, tools, and best practices for fine-tuning Large Language Models (LLMs). Perfect for ML practitioners and researchers!
☆531Sep 4, 2026Updated last month
Alternatives and similar repositories for awesome-llms-fine-tuning
Users that are interested in awesome-llms-fine-tuning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Collection of resources for finetuning Large Language Models (LLMs).☆123Jan 12, 2025Updated last year
- survery of small language models☆18Jul 23, 2024Updated 2 years ago
- LLM Finetuning with peft☆2,994Aug 1, 2025Updated last year
- Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.☆870Oct 22, 2026Updated last week
- 😎 Awesome list of Retrieval-Augmented Generation (RAG) applications in Generative AI.☆1,420Oct 6, 2026Updated 3 weeks ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official repository of my book "A Hands-On Guide to Fine-Tuning LLMs with PyTorch and Hugging Face"☆876Feb 28, 2026Updated 8 months ago
- Awesome-LLM: a curated list of Large Language Model☆27,467Jul 31, 2025Updated last year
- Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models☆1,371Updated this week
- large language model internal-medicine monitor toolbox☆17Updated this week
- KnowledgeGraphLLM☆11Dec 1, 2023Updated 2 years ago
- Code Repository for Blog - How to Productionize Large Language Models (LLMs)☆12Mar 27, 2024Updated 2 years ago
- well-documented demonstration Python Jupyter workflows for many common machine learning workflows☆382Sep 30, 2024Updated 2 years ago
- Awesome Reasoning LLM Tutorial/Survey/Guide☆2,579Sep 5, 2026Updated last month
- MLFlow End to End Workshop at Chandigarh University☆11Feb 3, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆89Aug 27, 2025Updated last year
- 🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽�…☆4,400Apr 20, 2026Updated 6 months ago
- Create a LangChain ReAct agent with multiple tools (Python REPL and DuckDuckGo Search)☆15Updated this week
- Large Language Model in Action☆338Jan 28, 2025Updated last year
- Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.☆84,832Feb 5, 2026Updated 8 months ago
- An awesome Image Processing☆14Nov 23, 2018Updated 7 years ago
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆75,848Updated this week
- Material for the series of seminars on Large Language Models☆33Apr 21, 2024Updated 2 years ago
- Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4.1, MiniMax-H3, Gemma 4, FLUX and more.☆78,910Updated this week
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed not…☆30,176Updated this week
- Awesome MLOps Course Outline☆36Dec 27, 2022Updated 3 years ago
- Curated list of datasets and tools for post-training.☆4,830Apr 29, 2026Updated 6 months ago
- From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓☆3,706Apr 20, 2026Updated 6 months ago
- 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.☆13,740Updated this week
- Using LlamaIndex, Redis, and OpenAI to chat with PDF documents. Supplementary material for blog post on Microsoft Developer Blog☆113Nov 9, 2023Updated 2 years ago
- [WIP🚧] 2025 up-to-date list of resources on visual tokenizers (primarily for visual generation). Give it a star 🌟 if you find it useful…☆21Jan 5, 2025Updated last year
- ”数学不难“ 之 《线性代数不难》上下册，66话题完册；欢迎批评指正☆3,611Sep 26, 2026Updated last month
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,542Oct 20, 2026Updated 2 weeks ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Go ahead and axolotl questions☆12,656Updated this week
- Implement a ChatGPT-like LLM in PyTorch from scratch, step by step☆107,695Updated this week
- LLM (Large Language Model) FineTuning☆578Apr 1, 2025Updated last year
- ☆12,681Aug 10, 2026Updated 2 months ago
- Awesome LLM pre-training resources, including data, frameworks, and methods.☆418Apr 29, 2025Updated last year
- ☆30Oct 4, 2025Updated last year
- ☆10Dec 6, 2022Updated 3 years ago