alphaRGB

mind-map

一个还算强大的Web思维导图。A relatively powerful web mind map.

buddy-mlir

An MLIR-based compiler framework bridges DSLs (domain-specific languages) to DSAs (domain-specific architectures).

QLLM

A general 2-8 bits quantization toolbox with GPTQ/AWQ/HQQ, and export to onnx/onnx-runtime easily.

immich

High performance self-hosted photo and video management solution.

DL_Compiler

Study Group of Deep Learning Compiler

mlir-tutorial

MLIR For Beginners tutorial

mlir-tutorial

Hands-On Practical MLIR Tutorial

alpa

Training and serving large-scale neural networks with auto parallelization.

tvm_mlir_learn

compiler learning resources collect.

BladeDISC

BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.

Gemini

The open source implementation of Gemini, the model that will "eclipse ChatGPT" by Google

GPTQ-for-LLaMa

4 bits quantization of LLaMA using GPTQ

depyf

depyf is a tool to help you understand and adapt to PyTorch compiler torch.compile.

onnxsim_large_model

simplify >2GB large onnx model

chatglm-q

Another ChatGLM2 implementation for GPTQ quantization

llama.onnx

LLaMa/RWKV onnx models, quantization and testcase

export_llama_to_onnx

export llama to onnx

tpu-mlir

Machine learning compiler based on MLIR for Sophgo TPU.

sun-panel

A server, NAS navigation panel, Homepage, browser homepage. | 一个服务器、NAS导航面板、Homepage、浏览器首页。

SGEMM_CUDA

Fast CUDA matrix multiplication from scratch

ShallowSpeed

Small scale distributed training of sequential deep learning models, built on Numpy and MPI.

TensorNVMe

A Python library transfers PyTorch tensors between CPU and NVMe

compiler-explorer

Run compilers interactively from your web browser and interact with the assembly

gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

daily-accounting

a web site made by django to record income and expenses, show charts and statistics / django做的小网站用来记录日常开支和展示图表

fansfood

一个基于django的美食制作教程和美食图片的网站

wmma_extension

An extension library of WMMA API (Tensor Core API)

calculon

kineto

A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.

Pytorch-Memory-Utils

pytorch memory track code