Replicate is a platform that lets developers run machine learning models with a simple API call. It hosts thousands of open-source models for text generation, image creation, audio processing, and video manipulation. The platform handles the infrastructure, scaling, and GPU management. Users can run predictions with existing models, deploy custom models, or train models with their own data. Replicate's architecture allows for both synchronous and asynchronous processing, with support for webhooks and output streaming.
Access thousands of open-source AI models including Stable Diffusion variants, LLMs, and specialized models.
Simple HTTP API with client libraries for Python, Node.js, and other languages for easy integration.
Push your own models to Replicate and make them accessible via API without infrastructure management.
Train existing models on your own data to create specialized versions for specific use cases.
Receive notifications about prediction status and outputs to build asynchronous applications.
Stream model outputs in real-time for responsive applications, especially useful for LLMs and generative models.
Generate images, text, videos, or audio using state-of-the-art models through simple API calls.
Run large language models for text generation, summarization, translation, or semantic analysis.
Process images for classification, object detection, segmentation, or generation tasks.
Test various AI models and parameters without setting up complex infrastructure.
Deploy specialized models trained on your data for business-specific applications.
Pay-per-second compute pricing based on model requirements. Starts at $0.000725/s for CPU models.