AI Model Training

unsloth

by unslothai

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.

LlamaFactory

by hiyouga

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

yolov5

by ultralytics

Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.

llama_index

by run-llama

LlamaIndex is the document processing platform for AI

CosyVoice

by QwenAudio

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

awesome-ai-engineering

by dipakkr

🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems.

peft

by huggingface

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

easy-dataset

by ConardLi

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

axolotl

by axolotl-ai-cloud

Go ahead and axolotl questions

OpenLLM

by bentoml

Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.

ludwig

by ludwig-ai

Low-code framework for building custom LLMs, neural networks, and other AI models

yolov3

by ultralytics

PyTorch implementation of YOLOv3, YOLOv3-SPP, and YOLOv3-tiny for real-time object detection with training, validation, inference, and multi-format export.

Soup

by MakazhanAlpamys

Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

oumi

by oumi-ai

Easily fine-tune (SFT/RL), evaluate, and deploy Qwen, Gemma, or any open agentic LLM/VLM!

flyte

by flyteorg

Type-safe, distributed orchestration of agents, ML pipelines, and real-time inference on your k8s — in pure Python with async/await, also other languages (rust, go and ts)

lora

by cloneofsimo

Using Low-rank adaptation to quickly fine-tune diffusion models.

Kiln

by Kiln-AI

Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.

h2o-llmstudio

by h2oai

H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/

LLMBook-zh.github.io

by LLMBook-zh

《大语言模型》作者：赵鑫，李军毅，周昆，唐天一，文继荣

AI-Infra-from-Zero-to-Hero

by HuaizhengZhang

🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI,…

OpenDeepWiki

by AIDotNet

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…

ai-engineering-interview-questions

by amitshekhariitbhu

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

face.evoLVe

by ZhaoJ9014

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

OML-1.0-Fingerprinting

by sentient-agi

OML 1.0 via Fingerprinting: Open, Monetizable, and Loyal AI

DataFlex

by OpenDCAI

[NeurIPS 2026] DataFlex: A Unified Benchmark and Evaluation Platform for Data-Centric Training of Large Language Models

MetaClaw

by aiming-lab

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

OneTrainer

by Nerogar

OneTrainer is a one-stop solution for all your Diffusion training needs.

Dreambooth-Stable-Diffusion

by JoePenna

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) by way of Textual Inversion (https://arxiv.org/abs/2208.01618) for Stable Diffusion…

second-brain-ai-assistant-course

by decodingai-magazine

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

UER-py

by dbiir

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

LLM-Finetuning

by ashishpatel26

LLM Finetuning with peft

SimpleTuner

by bghira

A general fine-tuning kit geared toward image/video/audio diffusion models.

maestro

by roboflow

streamline the fine-tuning process for multimodal models: PaliGemma 2, Florence-2, and Qwen2.5-VL

xTuring

by stochasticai

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:…

ort

by pykeio

Fast ML inference & training for ONNX models in Rust

maxtext

by AI-Hypercomputer

A simple, performant, and scalable Jax LLM!

AI-Engineering.academy

by adithya-s-k

Mastering Applied AI, One Concept at a Time

dstack

by dstackai

A unified orchestration layer for heterogeneous AI compute. It standardizes how to manage compute and run training and inference on GPU clouds, Kubernetes, VMs, or bare-metal…

Nemotron

by NVIDIA-NeMo

Developer Asset Hub for NVIDIA Nemotron — A one-stop resource for training recipes, usage cookbooks, datasets, and full end-to-end reference examples to build with Nemotron models

trainer

by kubeflow

Distributed AI Model Training and LLM Fine-Tuning on Kubernetes

YiVal

by YiVal

Your Automatic Prompt Engineering Assistant for GenAI Applications

DB-GPT-Hub

by eosphoros-ai

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

by adobe-research

Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)

LongWriter

by THUDM

[ICLR 2025] LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs

llm-applications

by ray-project

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

Curator

by NVIDIA-NeMo

Scalable data pre processing and curation toolkit for LLMs

beta9

by beam-cloud

Ultrafast serverless GPU inference, sandboxes, and background jobs

curator

by bespokelabsai

Synthetic data curation for post-training and structured data extraction

curvine

by CurvineIO

AI-Native & Cloud-Native FS: A high-performance file semantic layer for cloud object storage, integrated with high-speed cache. CNCF Sandbox Project.

SkyChat-Chinese-Chatbot-GPT3

by SkyWorkAIGC

SkyChat是一款基于中文GPT-3 api的聊天机器人项目。它可以像chatGPT一样，实现人机聊天、问答、中英文互译、对对联、写古诗等任务。| SkyChat is a Chatbot project based on Chinese GPT3 API. Like chatGPT, it can do human-machine chat,…