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100-pandas-puzzles

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

abacus

actions-k3s

Github action for spinning up local k3s instance and running kubectl commands

aicb

aws-network-benchmarks

Tools to benchmark AWS network performance

aws-node-termination-handler

Gracefully handle EC2 instance shutdown within Kubernetes

bagua-net

High performance NCCL plugin for Bagua.

baidu-allreduce

cfssl

CFSSL: Cloudflare's PKI and TLS toolkit

chatgpt-next-web

A well-designed cross-platform ChatGPT UI (Web / PWA / Linux / Win / MacOS). 一键拥有你自己的跨平台 ChatGPT 应用。

checkfreq

colossalai

Colossal-AI: A Unified Deep Learning System for Large-Scale Parallel Training

cricket

cricket is a virtualization solution for GPUs

cuda-uvm-gpt2

PyTorch-UVM on super-large language models.

deepops

Tools for building GPU clusters

deepspeed-mii

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

dlrover

DLRover: An Automatic Distributed Deep Learning System

firmament

The Firmament cluster scheduling platform

flops-counter.pytorch

Flops counter for convolutional networks in pytorch framework

framework-determinism

Providing determinism in deep learning frameworks

generative-recommenders

Repository hosting code used to reproduce results in "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152, ICML'24).

glake

GLake: optimizing GPU memory management and IO transmission.

gpt-fast

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

gptfast

Accelerate your Hugging Face Transformers 6-7x. Native to Hugging Face and PyTorch.

gpu-benches

collection of benchmarks to measure basic GPU capabilities

gpu_programming_intro

grouped_gemm

PyTorch bindings for CUTLASS grouped GEMM.

habitat

🔮 Execution time predictions for deep neural network training iterations across different GPUs.

hotline

kube-scheduler-simulator

A web-based simulator for the Kubernetes scheduler