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hpcaitech/ColossalAI

Colossal-AI optimizes large AI model training and inference with distributed computing and GPU acceleration.

41.4K
Active
Python
ML Ops
Inference
PyTorch
#ai-optimization#distributed-training#gpu-acceleration

ty4z2008/Qix

A curated collection of resources for machine learning, deep learning, and distributed systems development.

15.1K
Archived
LLM Frameworks
Node.js
#machine-learning#deep-learning#distributed-systems

hazelcast/hazelcast

Hazelcast is a high-performance, distributed in-memory data platform for real-time insights and stream processing.

6.6K
Active
Java
Caching
Realtime
#big-data#distributed#in-memory

livebook-dev/livebook

Automate code & data workflows with interactive Elixir notebooks for distributed computing and real-time visualization.

5.7K
Active
Elixir
Realtime
Databases
Elixir
#notebooks#distributed-computing#real-time

asynkron/protoactor-go

Ultra-fast distributed actors framework for building scalable and resilient Go applications.

5.4K
Active
Go
API Frameworks
CLI Tools
Go
#actor-model#distributed-computing#clustering

Eventual-Inc/Daft

High-performance data engine for AI and multimodal workloads, processing images, audio, video, and structured data at scale.

5.3K
Active
Rust
ML Ops
ETL & Pipelines
Rust
#ai-engineering#data-engineering#distributed

chrislusf/gleam

A fast, efficient, and scalable distributed map/reduce system for DAG execution in pure Go.

3.6K
Stable
Go
Golang
#distributed-computing#map-reduce#scalable

catalyst-team/catalyst

Catalyst is an accelerated deep learning R&D library for Python that supports a variety of AI and machine learning use cases.

3.4K
Experimental
Python
ML Ops
Computer Vision
PyTorch
#deep-learning#computer-vision#nlp

alpa-projects/alpa

Alpa is a distributed training and serving framework for large-scale neural networks with auto-parallelization.

3.2K
Archived
Python
LLM Frameworks
API Frameworks
JAX
#distributed-computing#high-performance-computing#auto-parallelization

b4rtaz/distributed-llama

A C++ library for distributed large language model inference, allowing developers to build powerful AI applications with a cluster of home devices.

2.8K
Active
C++
LLM Frameworks
Containerization
#distributed-computing#llm-inference#llama2

eclipse-zenoh/zenoh

Zenoh is an open-source, geo-distributed data platform that unifies data in motion, data at rest and computations.

2.5K
Active
Rust
Rust
#geo-distributed#open-source#streaming

jostmey/NakedTensor

Bare-bones examples of machine learning in TensorFlow for developers working with AI tools.

2.4K
Archived
Python
TensorFlow Tutorials
TensorFlow
#machine-learning#linear-regression#tensorflow

BOINC/boinc

Open-source software for volunteer computing and grid computing.

2.3K
Active
PHP
Containerization
Embedded
#distributed-computing#volunteer-computing#scientific-computing

fugue-project/fugue

A unified interface for distributed computing on Spark, Dask and Ray without any rewrites.

2.1K
Active
Python
Databases
API Frameworks
Python
#distributed-computing#spark#dask

chapel-lang/chapel

Chapel is a high-performance, open-source programming language designed for productive parallel computing.

2.0K
Active
Chapel
API Frameworks
Databases
#parallel-computing#high-performance-computing#concurrency

moosefs/moosefs

A scalable, fault-tolerant, and highly performing distributed file system for HPC and software-defined storage applications.

1.9K
Stable
C
API Frameworks
Databases
#distributed-file-system#high-performance#scalable

asynkron/protoactor-dotnet

Proto Actor is a fast, scalable, and distributed actor framework for .NET, Go, and Java/Kotlin applications.

1.9K
Active
C#
API Frameworks
CLI Tools
#actors#clustering#distributed-computing

dask/distributed

A distributed task scheduler for Dask, a popular Python library for parallel and distributed computing.

1.7K
Active
Python
API Frameworks
Databases
Python
#distributed-computing#parallel-processing#task-scheduling

google/vizier

Research interface for blackbox and hyperparameter optimization using the Google Vizier Service

1.6K
Active
Python
React
#authentication#optimization#hyperparameter-tuning

beam-cloud/beta9

Ultrafast serverless GPU inference, sandboxes, and background jobs for AI-focused developers.

1.6K
Active
Go
LLM Frameworks
Serverless
Go
#serverless#gpu#inference
2

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