Replicate

Featured models

openai/whisper

Transcribe speech with openai/whisper

1.6K runs

tommoore515/material_stable_diffusion

Stable diffusion fork for generating tileable outputs

78.6K runs

lambdal/text-to-pokemon

Generate Pokémon from a text description

1.2M runs

tencentarc/gfpgan

Practical face restoration algorithm for *old photos* or *AI-generated faces*

543.3K runs

stability-ai/stable-diffusion

A latent text-to-image diffusion model capable of generating photo-realistic images given any text input

7.1M runs

methexis-inc/img2prompt

Get an approximate text prompt, with style, matching an image. (Optimized for stable-diffusion (clip ViT-L/14))

88.2K runs

Publish models

Define your model with Cog, an open-source tool to package a machine learning model in a container:

build:
  gpu: true
  system_packages:
    - "libgl1-mesa-glx"
    - "libglib2.0-0"
  python_version: "3.8"
  python_packages:
    - "torch==1.8.1"
predict: "predict.py:Predictor"

Then, push it to Replicate:

$ cog push

Your model can now be run in the cloud on the web and via an API.

Replicate is not open for everyone to create models yet. Join our waitlist and we'll notify you when we're ready for new users.

Run models from your code

Run open-source or private models with just a few lines of Python code:

import replicate
model = replicate.models.get("hooli/hotdog-detector")
model.predict(image=open("possible-hot-dog.jpg"))

Or query the API directly using your tools of choice:

curl -s -X POST \
-d '{"version": "...", "input": {"image": "https://example.com/image.jpg"}}' \
-H "Authorization: Token $REPLICATE_API_TOKEN" \
-H 'Content-Type: application/json' \
https://api.replicate.com/v1/predictions

Explore models or, learn more about our API

Machine learning doesn’t need to be so hard.

Run open-source models with a cloud API.