OpenMOSS / MOSS-Image
Official repository for MOSS-Image, a 5B-parameter base DiT model with high-quality text rendering, layout generation, and efficient fine-tuning.
OpenMOSS / MOSS-Image
justxor / deepseek-local-guide-ru
🐋 Полный гайд на русском: как установить и запустить DeepSeek локально (V4, R1) на ПК, Mac и сервере — Ollama, llama.cpp, LM Studio, vLLM, Open WebUI, API, RAG, агенты, fine-tuning, лучшие фишки
unslothai / unsloth
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.
MakazhanAlpamys / Soup
Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.
amitshekhariitbhu / ai-engineering-interview-questions
Your Cheat Sheet for AI Engineering Interview – Questions and Answers.
hiyouga / LlamaFactory
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
run-llama / llama_index
LlamaIndex is the document processing platform for AI
axolotl-ai-cloud / axolotl
Go ahead and axolotl questions
roboflow / rf-detr
RF-DETR is a real-time object detection and segmentation model architecture developed by Roboflow, SOTA on COCO, designed for fine-tuning. [ICLR 2026]
NVIDIA-NeMo / Nemotron
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
huggingface / peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
Kiln-AI / Kiln
Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.
shootthesound / Fizgig
Fizgig — LoRA & Fine-tune Studio for Klein 9B, Krea 2, MiniMax H3, Qwen Image 2.1, Anima & Z-Image Turbo and Ace-Step XL: train, fine-tune, profile, repair and extract LoRAs & LoKR for Image, Video & Music Models
datamllab / OpenEBFM
Open-source code for training and scaling up energy-based foundation models.
AIDotNet / OpenDeepWiki
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.
whitecircle / halo
Halo is an open-source framework built by White Circle for training large language and multimodal models
X-GenGroup / Flow-Factory
A unified framework for easy fine-tuning in Flow-Matching models
tetherto / qvac
Open-source local AI SDK - run AI on-device with no cloud, no API keys. Supports GGUF, RAG, image, music, and video generation, speech-to-text, P2P inference, and more. Cross-platform: Linux, macOS, Windows, Android, iOS.
Fazmin / AILearningGuide
Interactive desktop app with 51 labs covering ML fundamentals, transformers, RAG, agents, fine-tuning and quantization and more.
bentoml / OpenLLM
Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.
farag2 / Sophia-Script-for-Windows
:zap: The most powerful PowerShell module for fine-tuning Windows 10 & Windows 11 on GitHub
unslothai / notebooks
250+ Fine-tuning & RL Notebooks for text, vision, audio, embedding, TTS models.
h2oai / h2o-llmstudio
H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/
NVIDIA / physicsnemo
Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods
bghira / SimpleTuner
A general fine-tuning kit geared toward image/video/audio diffusion models.
pykeio / ort
Fast ML inference & training for ONNX models in Rust
datawhalechina / base-llm
从 NLP 到 LLM 的算法全栈教程，在线阅读地址：https://datawhalechina.github.io/base-llm/
overmind-core / overmind
The platform for continuously improving AI agents.
amitshekhariitbhu / ai-engineering-course
AI Engineering Course - A free and complete AI Engineering Course to learn AI Engineering step by step - from Machine Learning, Neural Networks, and Transformers to LLMs, Fine-Tuning, RAG, AI Agents, LLM Inference, Evaluation, AI Safety, and AI System Design.
modelscope / ms-cookbook
魔搭紫皮书｜ModelScope Cookbook：面向开发者的开源模型应用实战指南，覆盖模型选型、推理、微调、评测、RAG、Agent 与 AIGC，从跑通第一个模型到构建实际应用。
ludwig-ai / ludwig
Low-code framework for building custom LLMs, neural networks, and other AI models
oumi-ai / oumi
Easily fine-tune (SFT/RL), evaluate, and deploy Qwen, Gemma, or any open agentic LLM/VLM!
Blaizzy / mlx-vlm
MLX-VLM is a package for inference and fine-tuning of Vision Language Models (VLMs) on your Mac using MLX.
Sophia-Community / SophiApp
:zap: The most powerful open source tweaker on GitHub for fine-tuning Windows 10 & Windows 11
Nerogar / OneTrainer
OneTrainer is a one-stop solution for all your Diffusion training needs.
roboflow / maestro
streamline the fine-tuning process for multimodal models: PaliGemma 2, Florence-2, and Qwen2.5-VL
stochasticai / xTuring
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
AI-Hypercomputer / maxtext
A simple, performant, and scalable Jax LLM!
dstackai / dstack
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 clusters.
kubeflow / trainer
Distributed AI Model Training and LLM Fine-Tuning on Kubernetes
beam-cloud / beta9
Ultrafast serverless GPU inference, sandboxes, and background jobs
peremartra / Large-Language-Model-Notebooks-Course
Practical course about Large Language Models.
NVIDIA-NeMo / Curator
Scalable data pre processing and curation toolkit for LLMs
bespokelabsai / curator
Synthetic data curation for post-training and structured data extraction
lightly-ai / lightly-train
All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.
curiousily / AI-Bootcamp
Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, Ollama, LLMs, RAGs, LangChain, LangGraph, Fine-tuning, DSPy & AI Agents (CrewAI), (Using ChatGPT, gpt-oss, Claude, Qwen, Gemma, Llama, Gemini)
nolabs-ai / deepfabric
Generate High-Quality Synthetics, Train, Measure, and Evaluate in a Single Pipeline
torchgeo / terratorch
A Python toolkit for fine-tuning Geospatial Foundation Models (GFMs).
invergent-ai / surogate
Train and serve LLMs at extreme speed and massive throughput.
DaoyuanLi2816 / can-i-finetune-this
Single-GPU LLM fine-tuning preflight: memory estimates, runnable LoRA/QLoRA recipes, and local measurements.
agentscope-ai / Trinity-RFT
Trinity-RFT is a general-purpose, flexible and scalable framework designed for reinforcement fine-tuning (RFT) of large language models (LLM).
calmrocks / ai-engineer-notebooks
Hands-on, framework-free Colab notebooks for the AI Engineer / Forward Deployed Engineer (FDE) skill set — model APIs, structured output, tool calling, RAG, evals-as-the-spine, agents (loop from scratch, tool design, guardrails, MCP, Skills), fine-tuning vs LoRA, prompt-injection/security, LLMOps, and customer craft. Runs on the free Groq API.
qdrant / quaterion
Blazing fast framework for fine-tuning similarity learning models
lukaszliniewicz / Pandrator
Turn PDFs and EPUBs into audiobooks; subtitles or videos into dubbed videos (including translation), and more. For free. Pandrator uses local models, including voice-cloning (instant, RVC-enhanced, XTTS fine-tuning) and LLM processing. It aspires to be a user-friendly app with a GUI, an installer and all-in-one packages.
kaito-project / aikit
🏗️ Fine-tune, build, and deploy open-source LLMs easily!
OpenMOSS / EasyWAM
A unified framework for training, fine-tuning, and evaluating World Action Models
zorost / AI-Engineering-Lab
A free, self-paced 24-week AI engineering course: Python, machine learning, LLMs, RAG, fine-tuning, agents and MCP, Azure and Vertex and Bedrock, and Databricks. 43 runnable notebooks, one continuous case study. MIT licensed, no signup. By Zorost Intelligence AI Lab.
POInfra-AI / POInfra
Policy Optimization for Generative Models: diffusion and flow policies, online fine-tuning, and inference-time guidance and planning.
Zhengsw03 / RL-Token-Pi05-open
RL Token pipeline for the SO-101 arm: π0.5 fine-tuning, RL Token training, critical-phase classifier, online RL and deployment.
mallahyari / nemotron-asr-streaming-farsi
Streaming Persian (Farsi) speech recognition: fine-tuning NVIDIA Nemotron 3.5 ASR streaming. Data prep, training, evaluation, inference.