Repository navigation
大语言模型
大型语言模型（large language model，简称LLM）是一种专为理解、生成和处理人类语言而设计的深度学习模型。这些模型通过在海量文本数据（如书籍、文章、网页等）上进行训练，学习语言的模式、语境和语义。大型语言模型广泛应用于聊天机器人、代码生成、翻译、文本摘要等领域，是生成式人工智能的核心技术，通常基于Transformer架构构建。
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
Production-ready platform for agentic workflow development.
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
🌐 Make websites accessible for AI agents. Automate tasks online with ease.
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
A high-throughput and memory-efficient inference and serving engine for LLMs
The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data 🔥
The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more.
Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, Qwen3, Llama 4, DeepSeek-R1, Gemma 3, TTS 2x faster with 70% less VRAM.
LlamaIndex is the leading framework for building LLM-powered agents over your data.
🤱🏻 Turn any webpage into a desktop app with Rust. 🤱🏻 利用 Rust 轻松构建轻量级多端桌面应用
基于大模型搭建的聊天机器人，同时支持 微信公众号、企业微信应用、飞书、钉钉 等接入，可选择ChatGPT/Claude/DeepSeek/文心一言/讯飞星火/通义千问/ Gemini/GLM-4/Kimi/LinkAI，能处理文本、语音和图片，访问操作系统和互联网，支持基于自有知识库进行定制企业智能客服。
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.