Featured models
stability-ai/stable-diffusion
A latent text-to-image diffusion model capable of generating photo-realistic images given any text input
prompthero/openjourney
Stable Diffusion fine tuned on Midjourney v4 images.
openai/whisper
Transcribe speech with openai/whisper
tommoore515/material_stable_diffusion
Stable diffusion fork for generating tileable outputs
lambdal/text-to-pokemon
Generate Pokémon from a text description
nightmareai/real-esrgan
Real-ESRGAN with optional face correction and adjustable upscale
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 pushYour 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