smile-luobin's repositories
apex
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
apisix
The Cloud-Native API Gateway
argo-workflows
Workflow Engine for Kubernetes
tensorflow
Computation using data flow graphs for scalable machine learning
curve
Curve is a sandbox project hosted by the CNCF Foundation. It's cloud-native, high-performance, and easy to operate. Curve is an open-source distributed storage system for block and shared file storage.
DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
deploy
Deploy Development Builds of Open Cluster Management (OCM) on RedHat Openshift Container Platform
flash-attention
Fast and memory-efficient exact attention
Fuser
A Fusion Code Generator for NVIDIA GPUs (commonly known as "nvFuser")
go-ipfs
IPFS implementation in Go
k1s
The world's simplest Kubernetes dashboard (50 lines of Bash code)
kata-containers
Kata Containers is an open source project and community working to build a standard implementation of lightweight Virtual Machines (VMs) that feel and perform like containers, but provide the workload isolation and security advantages of VMs. https://katacontainers.io/
kubernetes
Production-Grade Container Scheduling and Management
Megatron-LM
Ongoing research training transformer models at scale
nccl
Optimized primitives for collective multi-GPU communication
patterns-of-distributed-systems
《Patterns of Distributed Systems》中文版
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
rclone
"rsync for cloud storage" - Google Drive, S3, Dropbox, Backblaze B2, One Drive, Swift, Hubic, Wasabi, Google Cloud Storage, Yandex Files
TransformerEngine
A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs, to provide better performance with lower memory utilization in both training and inference.
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
vllm
A high-throughput and memory-efficient inference and serving engine for LLMs
volcano
A Cloud Native Batch System (Project under CNCF)
xla
A machine learning compiler for GPUs, CPUs, and ML accelerators
zadig-portal
The zadig web component