My learning notes/codes for ML SYS.

算法竞赛课件分享

LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.

A simple network quantization demo using pytorch from scratch.

A latent text-to-image diffusion model

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Some improvements (center sample) about FCOS (FCOS: Fully Convolutional One-Stage Object Detection).

A beautiful hexo blog theme with material design and responsive design.一个基于材料设计和响应式设计而成的全面、美观的Hexo主题。国内访问：http://blinkfox.com

[CVPR2021, PAMI2023] End-to-End Object Detection with Learnable Proposal

A curated list of neural network pruning resources.

🛠 A lite C++ toolkit of 100+ Awesome AI models, support ORT, MNN, NCNN, TNN and TensorRT. 🎉🎉

GitHub on steroids

🤖 PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

Keras code and weights files for popular deep learning models.

这是一个mask-rcnn的库，可以用于训练自己的实例分割模型。

Solving the Cocktail Party Problem using ICA