#Fine-tuning
Showing 60 of 152 repositories tagged #fine-tuning, ranked by stars
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
Unsloth Studio is a web UI for training and running open models like Gemma 4, Qwen3.6, DeepSeek, gpt-oss locally.
LlamaIndex is the leading document agent and OCR platform
Multi-lingual large voice generation model, providing inference, training and deployment full-stack ability.
๐ค PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
A powerful tool for creating datasets for LLM fine-tuning ใRAG and Eval
Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.
Go ahead and axolotl questions
Low-code framework for building custom LLMs, neural networks, and other AI models
Easily fine-tune, evaluate and deploy Gemma 4, Qwen3.5, Qwen3.6, gpt-oss, DeepSeek-R1, or any open source LLM / VLM!
Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.
H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/
Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.
System Level Intelligent Router for Mixture-of-Models at Cloud, Data Center and Edge
ใๅคง่ฏญ่จๆจกๅใไฝ่ ๏ผ่ตต้ซ๏ผๆๅๆฏ ๏ผๅจๆ๏ผๅๅคฉไธ๏ผๆ็ปง่ฃ
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
Open Source Data Security Platform for Developers to Monitor and Detect PII, Anonymize Production Data and Sync it across environments.
Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs
Fine-tuning ChatGLM-6B with PEFT | ๅบไบ PEFT ็้ซๆ ChatGLM ๅพฎ่ฐ
๐ฅ๐ฅHigh-Performance Face Recognition Library on PaddlePaddle & PyTorch๐ฅ๐ฅ
AI Agent that handles engineering tasks end-to-end: integrates with developersโ tools, plans, executes, and iterates until it achieves a successful result.
๐ฆ Just talk to your agent โ it learns and EVOLVES ๐งฌ.
๐ฆ ๐๐ฒ๐ฎ๐ฟ๐ป about ๐๐๐ ๐, ๐๐๐ ๐ข๐ฝ๐, and ๐๐ฒ๐ฐ๐๐ผ๐ฟ ๐๐๐ for free by designing, training, and deploying a real-time financial advisor LLM system ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + ๐ท๐ช๐ฅ๐ฆ๐ฐ & ๐ณ๐ฆ๐ข๐ฅ๐ช๐ฏ๐จ ๐ฎ๐ข๐ต๐ฆ๐ณ๐ช๐ข๐ญ๐ด
OpenDeepWiki is the open-source version of the DeepWiki project, aiming to provide a powerful knowledge management and collaboration platform. The project is mainly developed using C# and TypeScript, supporting modular design, and is easy to expand and customize.
LLM Finetuning with peft
Learn to build your Second Brain AI assistant with LLMs, agents, RAG, fine-tuning, LLMOps and AI systems techniques.
A general fine-tuning kit geared toward image/video/audio diffusion models.
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
Fast ML inference & training for ONNX models in Rust
A simple, performant, and scalable Jax LLM!
Mastering Applied AI, One Concept at a Time
Vendor-agnostic orchestration for training, inference and agentic workloads across NVIDIA, AMD, TPU, and Tenstorrent on clouds, Kubernetes, and bare metal.
Distributed AI Model Training and LLM Fine-Tuning on Kubernetes
Your Automatic Prompt Engineering Assistant for GenAI Applications
Your Cheat Sheet for AI Engineering Interview โ Questions and Answers.
A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in Text-to-SQL
Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)
A JAX research toolkit for building, editing, and visualizing neural networks.
[ICLR 2025] LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs
A comprehensive guide to building RAG-based LLM applications for production.
Synthetic data curation for post-training and structured data extraction
Ultrafast serverless GPU inference, sandboxes, and background jobs
Scalable data pre processing and curation toolkit for LLMs
Hypernetworks that adapt LLMs for specific benchmark tasks using only textual task description as the input
Build computer vision models in a fraction of the time and with less data.
DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models. โ ๐ค๐ค
A complete guide to start and improve your LLM skills in 2026 with little background in the field and stay up-to-date with the latest news and state-of-the-art techniques!
Resource, examples & tutorials for multimodal AI, RAG and agents using vector search and LLMs
This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.
ไป NLP ๅฐ LLM ็็ฎๆณๅ จๆ ๆ็จ๏ผๅจ็บฟ้ ่ฏปๅฐๅ๏ผhttps://datawhalechina.github.io/base-llm/
Generate High-Quality Synthetics, Train, Measure, and Evaluate in a Single Pipeline
Browser automation system that uses AI-driven planning to navigate web pages and perform goals.
Magick is a cutting-edge toolkit for a new kind of AI builder. Make Magick with us!
Training/Fine-tuning at the speed of light
Estimate whether a Hugging Face model fits and fine-tunes on your local GPU.
Framework for enhancing LLMs for RAG tasks using fine-tuning.
Research of DeepSeek Engram Architecture based on Qwen-3 and Stable Diffusion series.
Confucius4-TTS: a Multilingual and Cross-Lingual Zero-Shot TTS Engine
This repository provides programs to build Retrieval Augmented Generation (RAG) code for Generative AI with LlamaIndex, Deep Lake, and Pinecone leveraging the power of OpenAI and Hugging Face models for generation and evaluation.