Karl Xing's starred repositories
system-design-101
Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.
generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
fish-shell
The user-friendly command line shell.
Modern-CPP-Programming
Modern C++ Programming Course (C++03/11/14/17/20/23/26)
intel-one-mono
Intel One Mono font repository
PowerInfer
High-speed Large Language Model Serving on PCs with Consumer-grade GPUs
qemu-user-static
:earth_africa: `/usr/bin/qemu-*-static`
micronet
micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape
PL-Compiler-Resource
程序语言与编译技术相关资料(持续更新中)
awesome-model-quantization
A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.
onnx-modifier
A tool to modify ONNX models in a visualization fashion, based on Netron and Flask.
DesignPattern
Design pattern demo code
zsh-in-docker
Install Zsh, Oh My Zsh and plugins inside a Docker container with one line!
BEVFormer_tensorrt
BEVFormer inference on TensorRT, including INT8 Quantization and Custom TensorRT Plugins (float/half/half2/int8).
VideosShareByAliyun
🤪动漫、电视剧、电影、纪录片分享by阿里云盘🫡
onnxconverter-common
Common utilities for ONNX converters
cosmos-nvim
A must-have configuration for Spacemacs users after defecting to Vim
DeepLearningSystem
AI Infra主要是指AI的基础建设,包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术。
PyTransformer
A visualization and transformation of pytorch model
model_analyzer
Model Analyzer is the Network Statistic Information tool