yosoyjay

ColossalAI

Making large AI models cheaper, faster and more accessible

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

guidance

A guidance language for controlling large language models.

lima

Linux virtual machines, with a focus on running containers

rye

a Hassle-Free Python Experience

techniques

Techniques for deep learning with satellite & aerial imagery

latexify_py

A library to generate LaTeX expression from Python code.

imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

FasterTransformer

Transformer related optimization, including BERT, GPT

cutlass

CUDA Templates for Linear Algebra Subroutines

pueue

:stars: Manage your shell commands.

open-source-alternatives

List of open-source alternatives to everyday SaaS products.

node-problem-detector

This is a place for various problem detectors running on the Kubernetes nodes.

Phi-3CookBook

This is a Phi-3 book for getting started with Phi-3. Phi-3, a family of open AI models developed by Microsoft. Phi-3 models are the most capable and cost-effective small language models (SLMs) available, outperforming models of the same size and next size up across a variety of language, reasoning, coding, and math benchmarks.

DeepSpeed-MII

MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.

tutel

Tutel MoE: An Optimized Mixture-of-Experts Implementation

kineto

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

modern-data-warehouse-dataops

DataOps for the Modern Data Warehouse on Microsoft Azure. https://aka.ms/mdw-dataops.

batch-shipyard

Simplify HPC and Batch workloads on Azure

hi-ml

HI-ML toolbox for deep learning for medical imaging and Azure integration

superbenchmark

A validation and profiling tool for AI infrastructure

rich-bench

A little benchmarking tool for Python

c2clat

A tool to measure CPU core to core latency

azure-opensource-labs

Azure Open Source Labs (https://aka.ms/oss-labs)

azurehpc

This repository provides easy automation scripts for building a HPC environment in Azure. It also includes examples to build e2e environment and run some of the key HPC benchmarks and applications.

az-hop

The Azure HPC On-Demand Platform provides an HPC Cluster Ready solution

ansible-slurm-appliance

A Slurm-based HPC workload management environment, driven by Ansible.

ccslurm4ai

slurm-pmix-test

The set of scripts for atomated testing of SLURM/pmix plugin

ondemand-storm-workflow