MSEP.one main application repository

Open deep learning compiler stack for cpu, gpu and specialized accelerators

Distributed Training Over-The-Internet

Safe, portable, high performance compute (GPGPU) kernels.

Multi-platform high-performance compute language extension for Rust.

A small scalar autograd engine / Rust crate, inspired from Karpathy's micrograd, with more features, such as more activation functions, optimizers and loss criterions. Capable of MNIST classification.

Applied AI experiments and examples for PyTorch

Generate beautiful changelogs from your Git commit history

GPU code optimization using EVOlutionary computation

manipulate LLVM IR files

manipulate LLVM IR files

Actor runtime and distributed systems framework for Rust

Deep learning at the speed of light.

Kernel Tuner

Blue Engine is a general-purpose and easy-to-use graphics engine written in rust.

Simple examples for PTX code extraction from CUDA and OpenCL kernels.

Platform Security Assessment Framework

Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruction.

Easily create large video dataset from video urls

A massively parallel, high-level programming language

Foundation Architecture for (M)LLMs

Code repository for Zero123++: a Single Image to Consistent Multi-view Diffusion Base Model.

Beyond Language Models: Byte Models are Digital World Simulators

Frida Rust bindings

A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

[NeurIPS 2024 Oral][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-sim…

Train your own small bitnet model