HPC-AI Tech

We are a global team to help you train and deploy your AI models

Pinned Repositories

CachedEmbedding
A memory efficient DLRM training solution using ColossalAI
Language:Python103 7 314
ColossalAI
Making large AI models cheaper, faster and more accessible
Language:Python40.6k 392 1.7k4.5k
ColossalAI-Examples
Examples of training models with hybrid parallelism using ColossalAI
Language:Python338 19 47105
EnergonAI
Large-scale model inference.
Language:Python628 22 5089
FastFold
Optimizing AlphaFold Training and Inference on GPU Clusters
Language:Python595 18 7989
Open-Sora
Open-Sora: Democratizing Efficient Video Production for All
Language:Python25.5k 204 5572.5k
PaLM-colossalai
Scalable PaLM implementation of PyTorch
Language:Python192 13 1327
SkyComputing
Sky Computing: Accelerating Geo-distributed Computing in Federated Learning
Language:Python90 12 121
SwiftInfer
Efficient AI Inference & Serving
Language:Python468 5 727
TensorNVMe
A Python library transfers PyTorch tensors between CPU and NVMe
Language:C++110 5 423

HPC-AI Tech's Repositories

hpcaitech/ColossalAI
Making large AI models cheaper, faster and more accessible
Language:Python40.6k 392 1.7k4.5k
hpcaitech/Open-Sora
Open-Sora: Democratizing Efficient Video Production for All
Language:Python25.5k 204 5572.5k
hpcaitech/EnergonAI
Large-scale model inference.
Language:Python628 22 5089
hpcaitech/FastFold
Optimizing AlphaFold Training and Inference on GPU Clusters
Language:Python595 18 7989
hpcaitech/SwiftInfer
Efficient AI Inference & Serving
Language:Python468 5 727
hpcaitech/ColossalAI-Examples
Examples of training models with hybrid parallelism using ColossalAI
Language:Python338 19 47105
hpcaitech/PaLM-colossalai
Scalable PaLM implementation of PyTorch
Language:Python192 13 1327
hpcaitech/TensorNVMe
A Python library transfers PyTorch tensors between CPU and NVMe
Language:C++110 5 423
hpcaitech/CachedEmbedding
A memory efficient DLRM training solution using ColossalAI
Language:Python103 7 314
hpcaitech/SkyComputing
Sky Computing: Accelerating Geo-distributed Computing in Federated Learning
Language:Python90 12 121
hpcaitech/ColossalAI-Benchmark
Performance benchmarking with ColossalAI
Language:Python39 11 817
hpcaitech/Titans
A collection of models built with ColossalAI
Language:Python32 7 716
hpcaitech/ColossalAI-Documentation
Documentation for Colossal-AI
Language:JavaScript24 7 1111
hpcaitech/ColossalAI-Pytorch-lightning
Language:Python24 3 06
hpcaitech/Oh-My-Dockerfile
A collection of dockerfiles for various tasks
Language:Dockerfile20 2 08
hpcaitech/Elixir
Elixir: Train a Large Language Model on a Small GPU Cluster
Language:Python13 2 03
hpcaitech/ColossalAI-Platform-CLI
CLI for ColossalAI Platform
Language:Python10 4 12
hpcaitech/GPT-Demo
GPT Demo with hybrid distributed training
Language:Python10 3 27
hpcaitech/public_assets
Storing publicly available assets such as images, animations and texts
Language:Python9 7 218
hpcaitech/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Language:Python9 1 05
hpcaitech/OPT-Benchmark
Language:Python4 3 75
hpcaitech/mmdetection-examples
Train mmdetection models with ColossalAI.
Language:Python2 3 1
hpcaitech/CANN-Installer
This repository contains Huawei Ascend CANN files
1 2 11
hpcaitech/Cloud-Platform-Docs
Documentation for our cloud platform
Language:JavaScript1 5 03
hpcaitech/graphrag
A modular graph-based Retrieval-Augmented Generation (RAG) system
Language:Python0 0
hpcaitech/LLaVA-NeXT
hpcaitech/Open-Sora-Demo
hpcaitech/pytest-testmon
Selects tests affected by changed files. Executes the right tests first. Continuous test runner when used with pytest-watch.
Language:Python1 0
hpcaitech/torchrec
Pytorch domain library for recommendation systems
Language:Python1 03