Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
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Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation
A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.
🪢 Open source agent evals & observability: Trace, evaluate, and improve LLM applications with one open platform.
Build and run agents you can see, understand and trust.
An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.
🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems.
The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.
Machine Learning Engineering Open Book
中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)
Sample code and notebooks for Generative AI on Google Cloud, with Gemini Enterprise Agent Platform
Automated Penetration Testing Agentic Framework Powered by Large Language Models
ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
📋 A list of open LLMs available for commercial use.
A curated list of modern Generative Artificial Intelligence projects and services