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exo-explore/exo

Run frontier AI models locally across devices using RDMA and tensor parallelism

42.1K
Active
Python
Desktop Model Runners
Inference
MLX
#ai-inference#rdma#tensor-parallelism

deepspeedai/DeepSpeed

DeepSpeed optimizes deep learning training and inference with distributed computing techniques.

41.7K
Active
Python
ML Ops
Inference
PyTorch
#deep-learning#distributed-training#inference-optimization

ray-project/ray

Ray is a unified framework for scaling AI and Python applications with distributed computing and ML libraries.

41.6K
Active
Python
ML Ops
Containerization
Python
#distributed-computing#ml-ops#ai-framework

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

tqdm/tqdm

Progress bar for Python and CLI

31.0K
Active
Python
CLI Tools
#progress-bar#cli#python

taichi-dev/taichi

Taichi Lang is a high-performance GPU programming language embedded in Python for numerical computation and parallel execution.

28.0K
Stable
C++
Computer Vision
CLI Tools
Python
#gpu-programming#python#parallel-computation

PaddlePaddle/Paddle

PaddlePaddle is a deep learning framework for industrial-scale ML, offering distributed training, model deployment, and Python/C++ support.

23.7K
Active
C++
ML Ops
PaddlePaddle
#deep-learning#distributed-training#machine-learning

HigherOrderCO/Bend

Bend is a massively parallel, high-level programming language written in Rust for building AI-powered applications.

19.2K
Experimental
Rust
LLM Frameworks
#ai#parallel-computing#high-performance

microsoft/LightGBM

A high-performance gradient boosting framework for machine learning tasks like ranking, classification, and more.

18.1K
Active
C++
ML Ops
Python
#machine-learning#gradient-boosting#data-mining

winterbe/java8-tutorial

A comprehensive guide to modern Java 8 features, including lambda expressions and parallel streams.

16.8K
Archived
Java
Tutorials & Courses
Java
#java#java-8#lambda-expressions

exaloop/codon

A high-performance, zero-overhead, and extensible Python compiler with built-in NumPy support.

16.7K
Active
Python
API Frameworks
#compiler#high-performance#llvm

gpujs/gpu.js

A JavaScript library for GPU-accelerated parallel computations, enabling high-performance graphics and data processing on the web.

15.4K
Experimental
JavaScript
Frontend Frameworks
React
#gpu#parallel-computing#javascript

sogou/workflow

A C++ framework for parallel computing and asynchronous networking, supporting a variety of backends like Consul, Kafka, and Redis.

14.3K
Active
C++
API Frameworks
#parallel-computing#asynchronous-networking#consul

dask/dask

Dask is a Python library for parallel computing and distributed data processing, providing a scalable alternative to NumPy and Pandas.

13.8K
Active
Python
Databases
Python
#parallel-computing#distributed-data-processing#data-analysis

optuna/optuna

Optuna is a hyperparameter optimization framework that enables efficient and scalable model tuning for machine learning.

13.6K
Active
Python
Hyperparameter Optimization
Python
#machine-learning#hyperparameter-tuning#distributed

rayon-rs/rayon

Rayon: a data parallelism library for Rust that enables efficient parallel programming.

12.8K
Active
Rust
CLI Tools
#parallelism#concurrency#data-processing

taskflow/taskflow

A high-performance task-parallel programming system for C++ developers building concurrent and heterogeneous applications.

11.8K
Active
C++
#concurrent-programming#gpu-programming#heterogeneous-parallel-programming

vanhauser-thc/thc-hydra

Hydra is a parallelized login cracker which supports numerous protocols to authenticate against remote services.

11.7K
Active
C
Penetration Testing
#brute-force#password-cracking#penetration-testing

HigherOrderCO/HVM2

A high-performance functional runtime in Rust for developers building AI-powered applications.

11.2K
Archived
Cuda
LLM Frameworks
#parallel-processing#functional-programming#ai-infrastructure

jaredpalmer/razzle

Razzle is a framework for creating server-rendered universal JavaScript applications with no configuration.

11.1K
Archived
JavaScript
Full-Stack Frameworks
React
#isomorphic#universal#webpack
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