Starred repositories
A general fine-tuning kit geared toward diffusion models.
A pipeline parallel training script for diffusion models.
collection of diffusion model papers categorized by their subareas
【三年面试五年模拟】AIGC算法工程师面试秘籍。涵盖AIGC、传统深度学习、自动驾驶、AI Agent、机器学习、计算机视觉、自然语言处理、强化学习、大数据挖掘、具身智能、元宇宙、AGI等AI行业面试笔试干货经验与核心知识。
🚀🚀 「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!
Enjoy the magic of Diffusion models!
A collection of design patterns/idioms in Python
List of papers about Proteins Design using Deep Learning
verl: Volcano Engine Reinforcement Learning for LLMs
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer
📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉
✔（已完结）最全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
A topic-centric list of HQ open datasets.
Generative Models by Stability AI
List of Computer Science courses with video lectures.
An Easy-to-use, Scalable and High-performance RLHF Framework based on Ray (PPO & GRPO & REINFORCE++ & vLLM & Ray & Dynamic Sampling & Async Agentic RL)
Perceptual video quality assessment based on multi-method fusion.
AIGC-interview/CV-interview/LLMs-interview面试问题与答案集合仓，同时包含工作和科研过程中的新想法、新问题、新资源与新项目
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.
Example codes for the book Applied Stochastic Differential Equations
A comprehensive collection of IQA papers
Awesome Incremental Learning
CVPR 2025: Frequency Dynamic Convolution for Dense Image Prediction
A collection of awesome text-to-image generation studies.