Stars
Production-ready platform for agentic workflow development.
A high-throughput and memory-efficient inference and serving engine for LLMs
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
This is a detailed code demo on how to conduct Full-Param Supervised Fine-tuning (SFT) and DPO (Direct Preference Optimization)
Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 500+ LLMs (Qwen3, Qwen3-MoE, Llama4, InternLM3, DeepSeek-R1, ...) and 200+ MLLMs (Qwen2.5-VL, Qwen2.5-Omni, Qwen2-Audio, Ovis2, InternVL3, Llava, GLM4…
Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷
Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train Qwen3, Llama 4, DeepSeek-R1, Gemma 3, TTS 2x faster with 70% less VRAM.
Train transformer language models with reinforcement learning.
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
LLMs-from-scratch项目中文翻译
SuperSonic is the next-generation AI+BI platform that unifies Chat BI (powered by LLM) and Headless BI (powered by semantic layer) paradigms.
A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in Text-to-SQL
Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.
🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.
🔍 基于deepsetAI的开源项目haystack进行修改，使其支持中文场景下的任务
💬 MaxKB is an open-source AI assistant for enterprise. It seamlessly integrates RAG pipelines, supports robust workflows, and provides MCP tool-use capabilities.
A modular graph-based Retrieval-Augmented Generation (RAG) system
Pipelines: Versatile, UI-Agnostic OpenAI-Compatible Plugin Framework
RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
Deep Learning Book Chinese Translation
This repo collects the paper list of deep hiding.
The demo of paper "Local Geometric Distortions Resilient Watermarking Scheme Based on Symmetry".
code repository for Practical Deep Dispersed Watermarking with Synchronization
Graph Convolutional Networks for Text Classification. AAAI 2019