Fine Tun agents

Multi-lingual large voice generation model, providing inference, training and deployment full-stack ability.

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with…

A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval

🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

Official release of InternLM series (InternLM, InternLM2, InternLM2.5, InternLM3).

H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation…

The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps…

RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production…

🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time…

🦞 Just talk to your agent — it learns and EVOLVES 🧬.

Slimmed, cleaned and fine-tuned oh-my-opencode fork, consumes much less tokens

Learn to build your Second Brain AI assistant with LLMs, agents, RAG, fine-tuning, LLMOps and AI systems…

Official Code of Memento: Fine-tuning LLM Agents without Fine-tuning LLMs

Official repository of 'Visual-RFT: Visual Reinforcement Fine-Tuning' & 'Visual-ARFT: Visual Agentic…

Control plane for agents and engineers to provision compute and run training and inference across NVIDIA…

A comprehensive guide to building RAG-based LLM applications for production.

AgentCPM-GUI: An on-device GUI agent for operating Android apps, enhancing reasoning ability with…

Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.

DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models.   🤖💤

Your Cheat Sheet for AI Engineering Interview – Questions and Answers.

A complete guide to start and improve your LLM skills in 2026 with little background in the field and stay…

Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and…

Resource, examples & tutorials for multimodal AI, RAG and agents using vector search and LLMs

Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, Ollama, LLMs, RAGs, LangChain, LangGraph…

Orion-14B is a family of models includes a 14B foundation LLM, and a series of models: a chat model, a long…

Framework for enhancing LLMs for RAG tasks using fine-tuning.

This repository provides programs to build Retrieval Augmented Generation (RAG) code for Generative AI with…

🚀WebUI integrated platform for latest LLMs | 各大语言模型的全流程工具 WebUI…

🏗️ Fine-tune, build, and deploy open-source LLMs easily!

One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials…

Local first semantic code search and chat | Leverage custom copilots with fine-tuning datasets from code in…

Official Repo for Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement…

Java client library for OpenAI API.Full support for all OpenAI API models including Completions, Chat, Edits…

Open Source LLM toolkit to build trustworthy LLM applications. TigerArmor (AI safety), TigerRAG (embedding…

Let AI think and express like you. This framework provides a complete assembly line: from the noise…

Recipes for learning, fine-tuning, and adapting ColPali to your multimodal RAG use cases. 👨🏻‍🍳

DataMate is an enterprise-level data processing platform designed for model fine-tuning and RAG retrieval.

FireAct: Toward Language Agent Fine-tuning

Fine-tuning code for CLIP models

VeritasGraph: Enterprise-Grade Graph RAG for Secure, On-Premise AI with Verifiable Attribution

Finetuning of Falcon-7B LLM using QLoRA on Mental Health Conversational Dataset

A web UI Project In order to learn the large language model. This project includes features such as chat…

Examples on how to use LangChain and Ray

Zero-friction LLM fine-tuning skill for Claude Code, Gemini CLI & any ACP agent. Unsloth on NVIDIA ·…

🏭 AI agent platform with skills for protein engineering, the noob-friendly AI tutorial tool for life science…

Full-Stack Development Platform for Building Reliable Agents

一个按路线图逐步实现的 RAG 学习项目：从 Naive RAG → Advanced RAG → Agentic RAG → GraphRAG & Fine-tuning → RAGOps，在本地用…

Simple python WebUI for fine-tuning ChatGPT (gpt-3.5-turbo)

RAFT, or Retrieval-Augmented Fine-Tuning, is a method comprising of a fine-tuning and a RAG-based retrieval…

A framework for agentic tool use training with reinforcement learning

Attention-based Deep Reinforcement Learning framework for portfolio allocation on S&P 500 equities. Includes…

PantheonRL is a package for training and testing multi-agent reinforcement learning environments. PantheonRL…

RapidFire AI: Rapid AI Customization from RAG to Fine-Tuning

A framework for fine-tuning retrieval-augmented generation (RAG) systems.

Recipes and resources for building, deploying, and fine-tuning generative AI with Fireworks.

Train an adapter for any embedding model in under a minute

A curated list of open source repositories for AI Engineers

A trading agent AI is an artificial intelligence system that uses computational intelligence methods such as…

Cardio chatbot is trained on carefully curated datasets related to cardiovascular diseases. It provides…

Run a <400ms latency Voice Agent on just 4GB VRAM. Fully offline, no API keys required. Optimized for GTX…

M-Courtyard: Local AI Model Fine-tuning Assistant for Apple Silicon. Zero-code, zero-cloud, privacy-first…

A practical guide to building AI products end-to-end. You'll learn how to choose models based on product…

Python client library for improving your LLM app accuracy

Extensible generative AI platform on Kubernetes with OpenAI-compatible APIs.

An API for Chat Fine-Tuned Large Language Models (llm)

pytorch를 사용하여 텍스트 전처리부터 RAG, 에이전트, LLM 파인튜닝을 정리한 Deep Learning NLP 저장소입니다.

Your SDK solves all of this. One interface. Unified logic. Local + hosted models. Fine-tuning. Agent tools…

The GenAI API wrapper for Delphi seamlessly integrates OpenAI’s latest models (gpt-5 serie), delivering…

synthetic dataset generation workflow using local file resources for finetuning llms.

Code repository for AI Builders Bootcamp #1

A travel agent based on Qwen2.5, fine-tuned by SFT + DPO/PPO/GRPO using traveling question-answer dataset, a…

AI agent simulation framework

Code repository for "Building Agentic AI" by Sinan Ozdemir. Practical examples, experiments, and…

An open-source implementaion for fine-tuning SmolVLM.

A blueprint for AI development, focusing on applied examples of RAG, information extraction, analysis and…

[ICLR 2025] The offical implementation of "PSEC: Skill Expansion and Composition in Parameter Space", a new…

A Crash Course in Hugging Face

A data-centric AI package for ML/AI. Get the best high-quality data for the best results. Discord…

[IROS-2025] MAPF-GPT-DDG is a scalable decentralized multi-agent pathfinding (MAPF) solver based on imitation…

A curated, hands-on library of notebooks, demos, and resources for AI/ML, Deep Learning, Generative AI…

【AIGC 实战入门笔记 —— AIGC 摩天大楼】分享 大语言模型（LLMs），大模型高效微调（SFT）,检索增强生成（RAG），智能体（Agent），PPT自动生成, 角色扮演，文生图（Stable…

3DCF / doc2dataset: token-efficient document layer with NumGuard numeric integrity and multi-framework…

FinLoRA: Benchmarking LoRA Methods for Fine-Tuning LLMs on Financial Datasets

152 open-source tools to run LLMs 100% locally – no cloud, no API keys, no censorship

AI Agents, LLM Fine-tuning, Developer Productivity, Governance, IBM watsonx

Code repository for AI Builders Bootcamp #2

Fine-tune Llama3 model to support function calling

Learn How To Observe, Manage, and Scale, Agentic AI Apps Using Azure AI Foundry - with this hands-on workshop

LLM-powered assistant for first-time dads, fine-tuned on real parenting discussions using Mistral 7B

Exemplar uses of hyper-realistic rime voices as livekit agents with fine-tuned prompts

A Continual Learning Framework for Production LLM Agents

Using deep research workflow to generate datasets for finetuning LLMs.

fine-tune Whipser model for Taiwanese speech recognition

无需预算，使用你的个人数据克隆自己——赛博飞升！Clone yourself by tuning a LLM using your own data.

Eval Protocol (EP) is an open solution for doing reinforcement learning fine-tuning on existing agents …

A curated collection of learning resources for Generative AI, Machine Learning, Agentic AI, LLMs, RAG…

A chatbot based on OpenAI, suitable for enterprise privatized data fine-tuning. It can answer various…

Automated pipeline for generating, verifying, and preparing high-quality function calling datasets for model…

the small distributed language model toolkit; fine-tune state-of-the-art LLMs anywhere, rapidly

Code repository for AI Builders Bootcamp #3

⚡️ The "1-Minute RAG Audit" — Generate QA datasets & evaluate RAG systems in Colab, Jupyter, or CLI…

Autonomous Intelligence is a framework for building collaborative, intelligent multi agent AI systems. The…

The official implement of paper 《DaMo: Data Mixing Optimizer in Fine-tuning Multimodal LLMs for Mobile Phone…

[AAAI 2025 Oral] Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks

Taught by AI genius Andrew NG, this course entails the cutting edge topics such as, How generative AI works…

Created and enhanced a local LLM training system on Apple Silicon with MLX and Metal API, overcoming the…

A comprehensive, professional guide explaining the differences, strengths, and best practices of…

META LLAMA3 GENAI Real World UseCases End To End Implementation Guide

[AAAI 2025] CoPEFT: Fast Adaptation Framework for Multi-Agent Collaborative Perception with…

A set of jupyter notebooks

Fine-tuning black-box OpenAI embedding models

DistRL: An Asynchronous Distributed Reinforcement Learning Framework for On-Device Control Agents

An open-source implementaion for fine-tuning Pixtral by MistralAI.

Fine-tune GPT models ready-to-go

End-to-end natural language to SQL system: schema-aware model fine-tuning, retrieval-augmented prompting, and…

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

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

Trainer and Evaluation scripts for fine-tuning Whisper models for the Ukrainian language

DevExtremeAI is a library with full and complete implementation of all OpenAI's APIs.

AI security framework: deterministic Immutable input filtering, adaptive rule learning, optional LLM veto…

LawBotics v2 is an AI-powered legal contract analysis platform that combines machine learning with modern web…

an easy way to create JSONL files for fine-tuning openai models.

🤖 AI Assistant fine-tuned to provide support for coding and design questions based on the latest trends in…

So, you want to create your very own chatbot? Well, buckle up and get ready for a wild ride! With OpenAI…

🚂 Fine-tune OpenAI models for text classification, question answering, and more

LLM-adaptive embeddings (Zero-shot / LoRA) with Generative Topic Modeling & Agent-based workflow for social…

This repository is a comprehensive project that leverages the XLM-Roberta model for intent detection. This…

A RAG implementation on Llama Index using Qdrant vector stores as storage. Take some pdfs, store them in the…

🚀 this project aims to develop an app using an existing open-source LLM with data collected for…

本项目是一个完整的RAG系统教程，涵盖了从基础概念到高级技术的全面内容。通过Jupyter…

LLM application: fine tuned model to generate social media posts from technical blogposts. I used the…

This project builds a custom question answering chatbot using Langchain and Google Gemini Language Model…

Kairos: An autonomous development supervisor powered by Context Engineering. It provides a living memory and…

LLM-powered financial analyst using LoRA-tuned Llama-3 and RAG pipeline to answer complex queries over SEC…

Fine-tuning a quantized Llama 2 chat model on Q&A pairs from counselchat.com to provide empathetic and…

AI Community Tutorial, including: LoRA/Qlora LLM fine-tuning, Training GPT-2 from scratch, Generative Model…

Fine-tune a local LLM on your own app's data in 15 minutes. Runs entirely on-device, zero cloud after…

autonomous AI agent that builds full-stack apps. local models. no cloud. no API keys. runs on your hardware.

Comprehensive LLMs repo, where I cover both theoretical and practical aspects of LLMs.

IONOS AI Chatbot is a starter pack built around a core ReAct agent with a FastAPI backend and Streamlit…

Intelligent web discovery agent with LLM-powered planning, multi-source search, smart deduplication, and GRPO…

A curated list of the best AI resources, courses, tools, and repositories. Covering Generative AI (GenAI)…

🧠 Multimodal Retrieval-Augmented Generation that "weaves" together text and images seamlessly. 🪡

Food recommendation chatbot with LLM fine tuning. 2023 graduation project from Pusan Nat'l Univ.

🚀 this project aims to develop an app using an existing open-source LLM with data collected for…

Yapay Zeka destekli yazılım geliştirme dersine ait notların ve örnek uygulamaların yer aldığı kod reposudur.

Let's build our own scalable chatbots for the Scalable Machine Learning and Deep Learning course at KTH!!

CLI for exporting Claude Code/Codex sessions to Hugging Face with privacy redaction, MCP memory, and…

HAMLET is a lightweight, all-in-one framework for building and iterating on LLM agents. It lets you define…

This repo shows how foundational model hallucinates and how we can fix such hallucinations using fine-tuning…

End-to-end QLoRA-based fine-tuning of Llama-2 for a medical-diagnosis/doctor chat-bot on AWS

Code for fine-tuning Llama2 LLM with custom text dataset to produce film character styled responses

code for Scaling Laws for Language Transfer Learning

GPT3DataGen is a python package that generates fake data for fine-tuning openai models

Learn Agentic AI using Dapr Agentic Cloud Ascent (DACA) Design Pattern and Agent-Native Cloud Technologies…

Flan-t5 model fine tune LoRA and Langchain

Generative AI Practices and Mini-Projects: A hands-on repository for Generative AI mini-projects! Explore…

⚕️ Multi-agent SLM system for medical question answering — domain-aware, private-by-design, cloud-free

JavaScript for MultiMindSDK – bring advanced context transfer and multi-LLM orchestration, Node.js apps, and…

A chatbot website utilizing Gemini's API for solving math problems, chatting, and image analysis

ResurrectAI is an AI-driven chat application designed to bring the wisdom and knowledge of great historical…

JSONL generator designed for models like Google PaLM 2 and OpenAI GPT-3.5

This repo is a template to fine-tune embedding models using sentencetransformers based on different on…

This tool is designed for people who want to customize their own AI models without dealing with complicated…

InterPlanetary Artificial Intelligence (IPAI): store your personal AI model leveraging on InterPlanetary Data…

LLM Engineer's Handbook by Paul Iusztin and Maxime Labonne with pixi.

A user-friendly platform designed for effortless fine-tuning and testing of models

AI Engineering: Annotated NBs to dive into Self-Attention, In-Context Learning, RAG, Knowledge-Graphs…

This project consist on ChatBot implementation with two approach: Retrival-Augmented Generation (RAG) and…

Projects Implemented for the Udacity Generative AI Engineer Nanodegree Program

A curated collection of open-source Large Language Model (LLM) projects that are production-ready and can be…

Proyek Ollama DeepSeek Llama RAG (Retrieval-Augmented Generation) - Fine-Tuned Proyek ini bertujuan untuk…

📞 Локальный AI-секретарь, тех. поддержка и менеджер по продажам с клонированием голоса XTTS v2, real-time…

BedrockChat acts as a conversational interface, leveraging generative AI models fine-tuned on your content.

Video and Voice Agent for SAM 2 Web App

Training code for advanced RAG techniques - Adaptive-RAG, Corrective RAG, RQ-RAG, Self-RAG, Agentic RAG, and…

A framework for evaluating various customization techniques for foundation models (FMs) using your own…

Self-hosted and local-first application for inference and RAG on consumer grade hardware.

Local AI workstation dashboard Neuralforge— manage LLMs, agents, RAG, Telegram AI bot with 14 meme personas &…

Delta Compression for Fine-tuned Models and Datasets

KG-RAG + ToT + multi-agent LLMs for evidence-grounded QA with Neo4j and fine-tuning; reproducible medical…

University for AI agents. 92 courses, 4400+ scenarios, any model via OpenRouter. Auto-training loops generate…

AI Engineering Bootcamp

A CLI-based chatbot that fine-tunes itself in real time by learning from your local Git repo. Ask the chatbot…

An LLM challenge to (i) fine-tune pre-trained HuggingFace transformer model to build a Code Generation…

Chatbot from pretrained LLaMA-2 LLM model, fine-tuned with medical research papers using RAG…

Tool-native dataset generation skill for Codex, Claude Code, and Antigravity with SFT/DPO pipelines…

This project seeks to fine-tune the GPT-2.5 model with a personal touch. By training it on personal Telegram…

AI chatbots of Donald Trump and Joe Biden, fine-tuned Mistral-7B models with RAG for realistic dialogue…

A Python library for generating high-quality question-answer pairs from PDF, DOCX, MD, and TXT files

🔊 PiperGen: Pretrain Piper TTS with OpenAI voices! Capture, convert, and fine-tune models for rich, natural…

PaliGemma FineTuning

The lazy engineer's salvation for prompt versioning and fine-tuning. We handle the boring stuff, you take the…

This is a a hands-on course teaching GenAI Foundations including Deep Learning, NLP, LLMs, Prompt…

An API for managing chat completions, fine-tuning, payments, plans, and configurations.

A chat bot for the Faculty of Sciences and Technologies of Tangier. Using both RAG and finetuning as separate…

Demo showing how the Trustworthy Language Model add reliability to LLM outputs and improves RAG, agents, and…

Local fine-tuning, pre-training and RAG for LLMs