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replicate-guide

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Ship ML models as APIs with Replicate — run open models, deploy custom models, and pay per use.

skills/replicate-guide/SKILL.md

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## Overview

Replicate is a platform for running machine-learning models in the cloud: a vast
public catalog of open models (LLMs, image, video, audio) runnable via API, plus
the ability to package and deploy your own models (including fine-tunes) as
versioned, scalable endpoints. The core abstraction is the model version —
every model is pinned, reproducible, and callable via a uniform API with
pay-per-use billing.

The distinctive strengths: enormous model variety (if an open model exists,
someone has probably put it on Replicate), dead-simple custom deployment
(package your model with Cog, push, get an API), and hardware flexibility (pick
GPU types per workload). For builders who need "run this model" without "manage
this infrastructure," across modalities, Replicate is the pragmatic default.
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