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

This is a collection of our NAS and Vision Transformer work.

Efficient vision foundation models for high-resolution generation and perception.

Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3, Qwen3-MoE, DeepSeek-R1, GLM4.5, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM4.5v, Llava, …

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

🚀🚀 「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!

[ICLR 2024 poster] Efficient Modulation for Vision Networks

极客时间课程《Python核心技术与实战》课程练习实践。

Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)

AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents

Benchmarks of approximate nearest neighbor libraries in Python

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

fastllm是后端无依赖的高性能大模型推理库。同时支持张量并行推理稠密模型和混合模式推理MOE模型，任意10G以上显卡即可推理满血DeepSeek。双路9004/9005服务器+单显卡部署DeepSeek满血满精度原版模型，单并发20tps；INT4量化模型单并发30tps，多并发可达60+。

Boosting your Web Services of Deep Learning Applications.

VS Code in the browser

自然语言处理（NLP）教程，包括：词向量，词法分析，预训练语言模型，文本分类，文本语义匹配，信息抽取，翻译，对话。

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、…

Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification

Publication-ready NN-architecture schematics.

📝A simple and elegant markdown editor, available for Linux, macOS and Windows.

A paper list for aspect based sentiment analysis and emotion-cause pair extraction.

Reading list for Awesome Sentiment Analysis papers

A simple implementation of Huffman Codes in C++

微信小程序HTML、Markdown渲染库

Deepin Wine for Ubuntu/Debian

Basic Machine Learning and Deep Learning