中文nlp应用(数据、模型、训练、推理)

A Pure Rust based LLM (Any LLM based MLLM such as Spark-TTS) Inference Engine, powering by Candle framework.

"Context engineering is the delicate art and science of filling the context window with just the right information for the next step." — Andrej Karpathy. A practical, first-principles handbook insp…

Infrastructure for building a supervised, self-improving agent organization. Run Claude Code from Feishu & Telegram with shared memory, agent factory, task scheduling, and an agent communication bus.

CLI-Anything: Making ALL Software Agent-Native

Finetune Llama 4, DeepSeek-R1, Gemma 3 & Reasoning LLMs 2x faster with 70% less memory! 🦥

A static blog build on top of Notion and NextJS, deployed on Vercel.

My learning notes/codes for ML SYS.

Codes/Notebooks for AI Projects

AIInfra（AI 基础设施）指AI系统从底层芯片等硬件，到上层软件栈支持AI大模型训练和推理。

Implementation of all RAG techniques in a simpler way

Financial data aggregator for humans and AI agents.

A high-throughput and memory-efficient inference and serving engine for LLMs

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

FULL v0, Cursor, Manus, Same.dev, Lovable, Devin, Replit Agent, Windsurf Agent, VSCode Agent, Dia Browser, Trae AI & Cluely (And other Open Sourced) System Prompts, Tools & AI Models.

This repository offers a comprehensive collection of tutorials and implementations for Prompt Engineering techniques, ranging from fundamental concepts to advanced strategies. It serves as an essen…

SGLang is a fast serving framework for large language models and vision language models.

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

Agno is a lightweight library for building Agents with memory, knowledge, tools and reasoning.

Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting yo…

Insightful Tutorials and Papers about Knowledge Graphs

Transformers 库快速入门教程

verl: Volcano Engine Reinforcement Learning for LLMs

Ongoing research training transformer models at scale

🚀🚀 「大模型」2小时完全从0训练26M的小参数GPT！🌏 Train a 26M-parameter GPT from scratch in just 2h!

仅需Python基础，从0构建大语言模型；从0逐步构建GLM4\Llama3\RWKV6， 深入理解大模型原理

Transformer related optimization, including BERT, GPT

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cycle…