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skyagi

SkyAGI: Emerging human-behavior simulation capability in LLM

slapo

A schedule language for progressive optimization of large deep learning model training

smlt

Serverless Machine Learning Training

smol

socc22-miso

spada-sim

The simulator for SPADA, an SpGEMM accelerator with adaptive dataflow

spardl

spartan

Distributed Numpy

spla

Specialized Parallel Linear Algebra, providing distributed GEMM functionality for specific matrix distributions with optional GPU acceleration.

spotdnn

sputnik

A library of GPU kernels for sparse matrix operations.

stanford-cs-229-cn

A Chinese Translation of Stanford CS229 notes 斯坦福机器学习CS229课程讲义的中文翻译

stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

stdgpu

stdgpu: Efficient STL-like Data Structures on the GPU

substation

Research and development for optimizing transformers

swarm

Official code for "SWARM Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient"

swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

swin-transformer-pytorch

Implementation of the Swin Transformer in PyTorch.

syclacademy

SYCL Academy, a set of learning materials for SYCL heterogeneous programming

synergy

sysml-reading-list

Systems for ML/AI & ML/AI for Systems paper reading list: A curated reading list of computer science research for work at the intersection of machine learning and systems. PR are welcome.

t5-pytorch

Implementation of Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer in PyTorch.

taco

The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs

tahoe

Tahoe: Tree Structure-Aware High Performance Inference Engine for Decision Tree Ensemble on GPU

tau

Pipeline Parallelism for PyTorch

tcgnn-pytorch

TC-GNN with Pytorch integration

tcpunch

C++ TCP NAT Hole Punching Client Library & Server

tensorpipe

A tensor-aware point-to-point communication primitive for machine learning

tensorstore

Library for reading and writing large multi-dimensional arrays.

terapipe