Model Training

transformers

Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models

tensorflow

An Open Source Machine Learning Framework for Everyone

LLMs-from-scratch

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

keras

Deep Learning for humans

LlamaFactory

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs

unsloth

A web UI for training and running open models locally.

JeecgBoot

AI低代码平台，实现快速生成前后端系统及模块

langflow

Tool for building and deploying AI-powered agents and workflows

ray

Ray is an AI compute engine with a core distributed runtime and AI Libraries for accelerating ML workloads.

LibreChat

Enhanced ChatGPT Clone with extensive features and integrations for self-hosting

mlflow

AI engineering platform for debugging, evaluating, monitoring, and optimizing AI applications

netron

Visualizer for neural network, deep learning and machine learning models

khoj

Your AI second brain. Self-hostable.

RAG_Techniques

Showcases advanced techniques for Retrieval-Augmented Generation (RAG) systems with detailed notebook tutorials.

peft

State-of-the-art Parameter-Efficient Fine-Tuning

ai-guide

免费开放的AI知识共享平台

ml-engineering

Machine Learning Engineering Open Book

generative-ai

Sample code and notebooks for Generative AI on Google Cloud, with Gemini Enterprise Agent Platform

bisheng

BISHENG is an open LLM devops platform for next generation Enterprise AI applications

DeepSpeed

Deep learning optimization library for efficient distributed training and inference

ludwig

Low-code framework for building custom LLMs and AI models

mempalace

The best-benchmarked open-source AI memory system.

OpenLLM

Run any open-source LLMs as OpenAI compatible API endpoint in the cloud.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

unstructured

Convert documents to structured data effortlessly

awesome-LLM-resources

Summary of the world's best LLM resources.

oumi

Easily fine-tune, evaluate and deploy open source LLMs/VLMs

CosyVoice

Multi-lingual large voice generation model with full-stack abilities for inference, training and deployment.

agent-lightning

The absolute trainer to light up AI agents

train-llm-from-scratch

A straightforward method for training your LLM from raw text to aligned model generation

mcp-for-beginners

Open-source curriculum for Model Context Protocol (MCP), covering modular and secure AI workflows in multiple languages

BentoML

The easiest way to serve AI apps and models

awesome-gpt-image-2

World's largest GPT Image 2 prompt library, updated daily

CV

超级全面的 深度学习 笔记

metaflow

Build, Manage and Deploy AI/ML Systems

ART

Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO.

Paddle

High-performance single-machine and distributed deep learning & machine learning framework

llm-action

Aims to share large model technology principles and practical experience (large model engineering, application implementation)

garden-skills

Skills collection for web design, knowledge retrieval, image generation and more.

tokenizers

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

litgpt

High-performance LLMs with recipes for pretraining, finetuning and deployment

RD-Agent

Automating high-value R&D processes through AI-driven data science and model development.

self-llm

A guide for fine-tuning and deploying open-source large language models tailored for a Chinese audience on Linux.

axolotl

Go ahead and axolotl questions

scikit-learn

machine learning in Python

machine-learning-for-trading

Code for Machine Learning in Trading

wandb

Weights & Biases platform for model training and management

langextract

A Python library for extracting structured information from unstructured text using LLMs.

pytorch-lightning

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

juicefs

Distributed POSIX file system built on Redis and S3

LangGPT

A pioneering framework for structured & meta-prompt design

opendataloader-pdf

PDF Parser for AI-ready data

llmfit

Hundreds of models & providers. One command to find what runs on your hardware.

llm-engineer-toolkit

A curated list of over 120 LLM libraries categorized.

OpenRLHF

Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray

skypilot

Run, manage, and scale AI workloads on any AI infrastructure.

Megatron-LM

Ongoing research training transformer models at scale

Speech

A scalable generative AI framework for Speech AI

taipy

Turns Data and AI algorithms into production-ready web applications in no time.

amazon-sagemaker-examples

Jupyter notebooks for building, training, and deploying ML models using Amazon SageMaker