Casey-Shi's repositories
Awesome-CV-Adversarial-Attack-List
This repository is a curated list of papers and open source code about competition for CV Adversarial Attack.
Awesome-Transformer-Attention
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
Awesome-Vision-Attentions
Summary of related papers on visual attention. Related code will be released based on Jittor gradually.
AITemplate
AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.
awesome-aigc
A list of awesome AIGC works
awesome-computer-vision
A curated list of awesome computer vision resources
Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models
Awesome-GPU
Awesome resources for GPUs
Awesome-LLM
Awesome-LLM: a curated list of Large Language Model
Awesome-System-for-Machine-Learning
A curated list of research in machine learning systems (MLSys). Paper notes are also provided.
DecryptPrompt
总结Prompt&LLM论文，开源数据&模型，AIGC应用
diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
intel-extension-for-transformers
⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Platforms⚡
lightseq
LightSeq: A High Performance Library for Sequence Processing and Generation
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
LLM-Viewer
Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline model in a user-friendly interface.
LLMSurvey
The official GitHub page for the survey paper "A Survey of Large Language Models".
MIOpen
AMD's Machine Intelligence Library
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
stable-diffusion-webui
Stable Diffusion web UI
stablediffusion2
SD2 models for benchmark
TensorRT-LLM
TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.
tiny-cuda-nn
Lightning fast C++/CUDA neural network framework
tokenizers-cpp
Universal cross-platform tokenizers binding to HF and sentencepiece
vllm
A high-throughput and memory-efficient inference and serving engine for LLMs