DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
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Making large AI models cheaper, faster and more accessible
Rayon: A data parallelism library for Rust
A General-purpose Task-parallel Programming System in C++
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
A Ruby/Rack web server built for parallelism
SSH.NET is a Secure Shell (SSH) library for .NET, optimized for parallelism.
Image processing algorithms in pure Go
The C++ Standard Library for Parallelism and Concurrency
jOOλ - The Missing Parts in Java 8 jOOλ improves the JDK libraries in areas where the Expert Group's focus was elsewhere. It adds tuple support, function support, and a lot of additional functionality around sequential Streams. The JDK 8's main efforts (default methods, lambdas, and the Stream API) were focused around maintaining backwards compatibility and implementing a functional API for parallelism.
使用稠密算力卡对稀疏大显存主机进行加速，主机包括 AI Max+ 395、M3 512G、DGX Spark 等。
Parallel Collectors is a toolkit easing parallel collection processing in Java using Stream API.
Knapsack splits tests evenly across parallel CI nodes to run fast CI build and save you time.
An easy-to-use and fast library for task-based parallelism, utilizing coroutines.
A collection of useful utility functions
Parallelism for Common Lisp
The GPars concurrency and parallelism framework for the JVM
:zap: Fast Concurrent / Parallel Sorting in Go
A simple scheduler for OCaml 5
A parallelized stream implementation for Elixir
Parallelism for Common Lisp
Lightweight AI agent runtime for Go. Define multi-agent crews in YAML, run them with goroutines and channels, and let the runtime handle scheduling, parallelism, retries, and observability — without leaving the Go ecosystem.