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xDiT: A Scalable Inference Engine for Diffusion Transformers (DiTs) with Massive Parallelism
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
[ICLR2025 Spotlight] SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models
Utility scripts for PyTorch (e.g. Make Perfetto show some disappearing kernels, Memory profiler that understands more low-level allocations such as NCCL, ...)
📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉
My learning notes for ML SYS.
📚 List of awesome university courses for learning Computer Science!
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
Maid is a free and open source application for interfacing with llama.cpp models locally, and with Anthropic, DeepSeek, Ollama, Mistral and OpenAI models remotely.
Fine-tuning LLM on my Telegram chats
Learning Large Language Model (LLM）(大语言模型学习)
Official PyTorch implementation of Learning to (Learn at Test Time): RNNs with Expressive Hidden States
Everything you need to know to get the job.
A step-by-step guide to getting started with Git and GitHub for beginners.
21 Lessons, Get Started Building with Generative AI
This repository contains the pseudocode(pdf) of various algorithms and data structures necessary for Interview Preparation and Competitive Coding
Master programming by recreating your favorite technologies from scratch.
📚 Freely available programming books
⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)
Turn any glasses into AI-powered smart glasses
🌶️ 通过 AI 辣评学习 AI，模拟各种明星角色，给大家不一样的学习体验。🦄 BeatAI，一片简单有趣的 AI 大陆，欢迎大家常来住住。
本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）