Gun alternatives for AI agents.

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

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

12 Weeks, 24 Lessons, AI for All!

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

💫 Industrial-strength Natural Language Processing (NLP) in Python

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Open standard for machine learning interoperability

Machine Learning Systems

OP Vault ChatGPT: Give ChatGPT long-term memory using the OP Stack (OpenAI + Pinecone Vector Database). Upload your own custom knowledge base files (PDF, txt, epub, etc) using a simple React frontend.

🐍 Geometric Computer Vision Library for Spatial AI

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

Visualizer for neural network, deep learning and machine learning models

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-prem, or your laptop — all through one unified, production-ready inference API.

🧙 Build, run, and manage data pipelines for integrating and transforming data.

The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework. Website: https://swarms.ai