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!
☆520Dec 2, 2024Updated last year
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).☆115Jan 12, 2025Updated last year
- Code Repository for Blog - How to Productionize Large Language Models (LLMs)☆12Mar 27, 2024Updated 2 years ago
- Code and data for NAACL 2025 paper "IHEval: Evaluating Language Models on Following the Instruction Hierarchy"☆17Feb 25, 2025Updated last year
- This repository contains the implementation of evaluation metrics for recommendation systems. We have compared similarity, candidate gene…☆27Feb 21, 2025Updated last year
- MLFlow End to End Workshop at Chandigarh University☆11Feb 3, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.☆871May 4, 2026Updated last month
- LLM Finetuning with peft☆2,938Aug 1, 2025Updated 10 months ago
- Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models☆1,340Jun 15, 2026Updated 2 weeks ago
- Awesome LLM pre-training resources, including data, frameworks, and methods.☆388Apr 29, 2025Updated last year
- LLM (Large Language Model) FineTuning☆576Apr 1, 2025Updated last year
- Official repository of my book "A Hands-On Guide to Fine-Tuning LLMs with PyTorch and Hugging Face"☆842Feb 28, 2026Updated 4 months ago
- Material for the series of seminars on Large Language Models☆34Apr 21, 2024Updated 2 years ago
- Awesome-LLM: a curated list of Large Language Model☆26,966Jul 31, 2025Updated 11 months ago
- 🤓 A collection of AWESOME structured summaries of Large Language Models (LLMs)☆30Sep 7, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Large Language Model in Action☆345Jan 28, 2025Updated last year
- Codebase the paper "The Remarkable Robustness of LLMs: Stages of Inference?"☆20Jun 11, 2025Updated last year
- ☆13Jul 2, 2025Updated 11 months ago
- survery of small language models☆18Jul 23, 2024Updated last year
- ☆25Jun 5, 2025Updated last year
- Code for ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context☆17Nov 15, 2024Updated last year
- 每日技术和产品热点☆15Sep 23, 2025Updated 9 months ago
- Get Twitter trends with twitter4j, stream it to a Kafka topic, save it to MongoDB and visualize in Google Maps☆13Sep 30, 2021Updated 4 years ago
- 🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽�…☆4,358Apr 20, 2026Updated 2 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Repo for paper: https://arxiv.org/abs/2404.06479☆30Oct 3, 2024Updated last year
- an end-to-end data pipeline extracting music listening habits and producing an insightful dashboard☆18Mar 31, 2024Updated 2 years ago
- 😎 Awesome list of Retrieval-Augmented Generation (RAG) applications in Generative AI.☆1,260Jun 11, 2026Updated 2 weeks ago
- Large-Scale Scene Text Dataset for Indic Languages☆21May 19, 2026Updated last month
- yet another m3u8 player☆13Jun 8, 2025Updated last year
- Curated list of datasets and tools for post-training.☆4,665Apr 29, 2026Updated 2 months ago
- A simple example to showcase machine learning model deployment with an API☆10Mar 7, 2022Updated 4 years ago
- ☆11Jan 31, 2015Updated 11 years ago
- Unsloth Studio is a web UI for training and running open models like Gemma 4, Qwen3.6, DeepSeek, gpt-oss locally.☆67,133Updated this week
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- An awesome & curated list of best LLMOps tools for developers☆5,853May 21, 2026Updated last month
- PyTorch native post-training library☆5,777Updated this week
- Text similarity using BERT sentence embeddings☆20Mar 24, 2020Updated 6 years ago
- Multi-Agent LLM System for Digital Scam Protection☆15Dec 19, 2024Updated last year
- [WIP🚧] 2025 up-to-date list of resources on visual tokenizers (primarily for visual generation). Give it a star 🌟 if you find it useful…☆20Jan 5, 2025Updated last year
- ☆32Aug 27, 2018Updated 7 years ago
- Master list of curated resources on NLP and LLMs☆162Jul 23, 2024Updated last year