μ-Cuda, COVER THE LAST MILE OF CUDA. With features: intellisense-friendly, structured launch, automatic cuda graph generation and updating.

This is a replicate of DeepSeek-R1-Zero and DeepSeek-R1 training on small models with limited data

A repository for the LLM-Prop implementation

AI for Science 论文解读合集（持续更新ing），论文/数据集/教程下载：hyper.ai

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

Writing AI Conference Papers: A Handbook for Beginners

This repository presents a training pytorch-lightning 2.0+ template for Super-resolution.

🚀 「大模型」1小时从0训练26M参数的视觉多模态VLM！🌏 Train a 26M-parameter VLM from scratch in just 1 hours!

【大模型】3小时完全从0训练一个仅有26M的小参数GPT，最低仅需2G显卡即可推理训练！

🚀🚀 「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!

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

A collection of design patterns/idioms in Python

Physical Symbolic Optimization

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

[ECCV] Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 3.3M runs https://replicate.com/m…

Implementation of the Swin Transformer in PyTorch.

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

📖A curated list of Awesome LLM/VLM Inference Papers with codes: WINT8/4, Flash-Attention, Paged-Attention, Parallelism, etc. 🎉🎉

Resources of deep learning for mathematical reasoning (DL4MATH).

A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..

Reading list for research topics in multimodal machine learning

A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery (EMNLP'24)

An easy/swift-to-adapt PyTorch-Lighting template. 套壳模板，简单易用，稍改原来Pytorch代码，即可适配Lightning。You can translate your previous Pytorch code much easier using this template, and keep your freedom to edit a…

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling sa…

Python programs, usually short, of considerable difficulty, to perfect particular skills.

Python - 100天从新手到大师