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Title: Documentation – Replicate

X Title: Docs – Replicate

Description: Learn how to run machine learning models with a cloud API

Open Graph Description: Learn how to run machine learning models with a cloud API

X Description: Learn how to run machine learning models with a cloud API

X: @replicate

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Domain: replicate.com

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Links:

Run a model from Node.jshttps://replicate.com/docs/get-started/nodejs
Run a model from Google Colabhttps://replicate.com/docs/get-started/google-colab
Run a model from Pythonhttps://replicate.com/docs/get-started/python
Fine-tune an image modelhttps://replicate.com/docs/get-started/fine-tune-with-flux
Deploy a custom modelhttps://replicate.com/docs/get-started/deploy-a-custom-model
Build a website with vinexthttps://replicate.com/docs/guides/run/vinext
Build a website with Next.jshttps://replicate.com/docs/guides/run/nextjs
Build a Discord bot with Pythonhttps://replicate.com/docs/guides/run/discord-bot
Build an app with SwiftUIhttps://replicate.com/docs/guides/run/swiftui
Make art with Stable Diffusionhttps://replicate.com/docs/guides/run/make-art-with-stable-diffusion
Upscale images with AI modelshttps://replicate.com/docs/guides/run/upscale-images-with-ai-models
Publish using GitHub Actionshttps://replicate.com/docs/guides/build/push-a-model-using-github-actions
Set up a CI/CD pipelinehttps://replicate.com/docs/guides/build/continuous-model-deployment
Push your own modelhttps://replicate.com/docs/guides/build/push-a-model
Push a Transformers modelhttps://replicate.com/docs/guides/build/push-a-transformers-model
Push a Diffusers modelhttps://replicate.com/docs/guides/build/push-a-diffusers-model
Optimize models with Prunahttps://replicate.com/docs/guides/build/optimize-models-with-pruna
Get a GPU on Brevhttps://replicate.com/docs/guides/build/get-a-gpu-on-brev
Get a GPU on Lambda Labshttps://replicate.com/docs/guides/build/get-a-gpu-on-lambda-labs
Best practices for Replicate modelshttps://replicate.com/docs/guides/build/model-best-practices
Optimize with torch.compilehttps://replicate.com/docs/guides/build/torch-compile
Cache images with Cloudflarehttps://replicate.com/docs/guides/extend/cloudflare-image-cache
Get started with ComfyUIhttps://replicate.com/docs/guides/extend/comfyui
Use realtime speech with OpenAIhttps://replicate.com/docs/guides/extend/openai-realtime
Handle webhooks with Val Townhttps://replicate.com/docs/guides/extend/build-a-webhook-notifier-with-val-town
Working with LoRAshttps://replicate.com/docs/guides/extend/working-with-loras
About modelshttps://replicate.com/docs/topics/models
Run a modelhttps://replicate.com/docs/topics/models/run-a-model
Create a modelhttps://replicate.com/docs/topics/models/create-a-model
Publish a modelhttps://replicate.com/docs/topics/models/publish-a-model
Model versionshttps://replicate.com/docs/topics/models/versions
Model hardwarehttps://replicate.com/docs/topics/models/hardware
Official modelshttps://replicate.com/docs/topics/models/official-models
Community modelshttps://replicate.com/docs/topics/models/community-models
Private and public modelshttps://replicate.com/docs/topics/models/private-models
Training destinationshttps://replicate.com/docs/topics/models/models-as-training-destinations
Delete a modelhttps://replicate.com/docs/topics/models/delete-a-model
Secretshttps://replicate.com/docs/topics/models/secrets
About predictionshttps://replicate.com/docs/topics/predictions
Create a predictionhttps://replicate.com/docs/topics/predictions/create-a-prediction
Input fileshttps://replicate.com/docs/topics/predictions/input-files
Output fileshttps://replicate.com/docs/topics/predictions/output-files
Prediction lifecyclehttps://replicate.com/docs/topics/predictions/lifecycle
Share a predictionhttps://replicate.com/docs/topics/predictions/share-a-prediction
Rate limitshttps://replicate.com/docs/topics/predictions/rate-limits
Safety checkinghttps://replicate.com/docs/topics/predictions/safety-checking
Data retentionhttps://replicate.com/docs/topics/predictions/data-retention
Secretshttps://replicate.com/docs/topics/predictions/secrets
Streaming outputhttps://replicate.com/docs/topics/predictions/streaming
About deploymentshttps://replicate.com/docs/topics/deployments
Create a deploymenthttps://replicate.com/docs/topics/deployments/create-a-deployment
View deploymentshttps://replicate.com/docs/topics/deployments/view-deployments
Monitor a deploymenthttps://replicate.com/docs/topics/deployments/monitor-a-deployment
Delete a deploymenthttps://replicate.com/docs/topics/deployments/delete-a-deployment
About webhookshttps://replicate.com/docs/topics/webhooks
Set up webhookshttps://replicate.com/docs/topics/webhooks/setup-webhook
Receive webhookshttps://replicate.com/docs/topics/webhooks/receive-webhook
Verify webhookshttps://replicate.com/docs/topics/webhooks/verify-webhook
Test your webhook codehttps://replicate.com/docs/topics/webhooks/testing-webhook-code
About organizationshttps://replicate.com/docs/topics/organizations
API tokenshttps://replicate.com/docs/topics/security/api-tokens
About billinghttps://replicate.com/docs/topics/billing
Prepaid credithttps://replicate.com/docs/topics/billing/prepaid-credit
About subprocessorshttps://replicate.com/docs/topics/site-policy/subprocessors
How does Replicate work?https://replicate.com/docs/reference/how-does-replicate-work
Agent skillshttps://replicate.com/docs/reference/skills
MCP serverhttps://replicate.com/docs/reference/mcp
Client librarieshttps://replicate.com/docs/reference/client-libraries
HTTP APIhttps://replicate.com/docs/reference/http
OpenAPI schemahttps://replicate.com/docs/reference/openapi
llms.txthttps://replicate.com/docs/reference/llms-txt
Error codeshttps://replicate.com/docs/reference/error-codes
Open sourcehttps://replicate.com/docs/reference/open-source
Run a model from Node.jshttps://replicate.com/docs/get-started/nodejs
Run a model from Google Colabhttps://replicate.com/docs/get-started/google-colab
Run a model from Pythonhttps://replicate.com/docs/get-started/python
Fine-tune an image modelhttps://replicate.com/docs/get-started/fine-tune-with-flux
Deploy a custom modelhttps://replicate.com/docs/get-started/deploy-a-custom-model
Build a website with vinexthttps://replicate.com/docs/guides/run/vinext
Build a website with Next.jshttps://replicate.com/docs/guides/run/nextjs
Build a Discord bot with Pythonhttps://replicate.com/docs/guides/run/discord-bot
Build an app with SwiftUIhttps://replicate.com/docs/guides/run/swiftui
Make art with Stable Diffusionhttps://replicate.com/docs/guides/run/make-art-with-stable-diffusion
Upscale images with AI modelshttps://replicate.com/docs/guides/run/upscale-images-with-ai-models
Publish using GitHub Actionshttps://replicate.com/docs/guides/build/push-a-model-using-github-actions
Set up a CI/CD pipelinehttps://replicate.com/docs/guides/build/continuous-model-deployment
Push your own modelhttps://replicate.com/docs/guides/build/push-a-model
Push a Transformers modelhttps://replicate.com/docs/guides/build/push-a-transformers-model
Push a Diffusers modelhttps://replicate.com/docs/guides/build/push-a-diffusers-model
Optimize models with Prunahttps://replicate.com/docs/guides/build/optimize-models-with-pruna
Get a GPU on Brevhttps://replicate.com/docs/guides/build/get-a-gpu-on-brev
Get a GPU on Lambda Labshttps://replicate.com/docs/guides/build/get-a-gpu-on-lambda-labs
Best practices for Replicate modelshttps://replicate.com/docs/guides/build/model-best-practices
Optimize with torch.compilehttps://replicate.com/docs/guides/build/torch-compile
Cache images with Cloudflarehttps://replicate.com/docs/guides/extend/cloudflare-image-cache
Get started with ComfyUIhttps://replicate.com/docs/guides/extend/comfyui
Use realtime speech with OpenAIhttps://replicate.com/docs/guides/extend/openai-realtime
Handle webhooks with Val Townhttps://replicate.com/docs/guides/extend/build-a-webhook-notifier-with-val-town
Working with LoRAshttps://replicate.com/docs/guides/extend/working-with-loras
About modelshttps://replicate.com/docs/topics/models
Run a modelhttps://replicate.com/docs/topics/models/run-a-model
Create a modelhttps://replicate.com/docs/topics/models/create-a-model
Publish a modelhttps://replicate.com/docs/topics/models/publish-a-model
Model versionshttps://replicate.com/docs/topics/models/versions
Model hardwarehttps://replicate.com/docs/topics/models/hardware
Official modelshttps://replicate.com/docs/topics/models/official-models
Community modelshttps://replicate.com/docs/topics/models/community-models
Private and public modelshttps://replicate.com/docs/topics/models/private-models
Training destinationshttps://replicate.com/docs/topics/models/models-as-training-destinations
Delete a modelhttps://replicate.com/docs/topics/models/delete-a-model
Secretshttps://replicate.com/docs/topics/models/secrets
About predictionshttps://replicate.com/docs/topics/predictions
Create a predictionhttps://replicate.com/docs/topics/predictions/create-a-prediction
Input fileshttps://replicate.com/docs/topics/predictions/input-files
Output fileshttps://replicate.com/docs/topics/predictions/output-files
Prediction lifecyclehttps://replicate.com/docs/topics/predictions/lifecycle
Share a predictionhttps://replicate.com/docs/topics/predictions/share-a-prediction
Rate limitshttps://replicate.com/docs/topics/predictions/rate-limits
Safety checkinghttps://replicate.com/docs/topics/predictions/safety-checking
Data retentionhttps://replicate.com/docs/topics/predictions/data-retention
Secretshttps://replicate.com/docs/topics/predictions/secrets
Streaming outputhttps://replicate.com/docs/topics/predictions/streaming
About deploymentshttps://replicate.com/docs/topics/deployments
Create a deploymenthttps://replicate.com/docs/topics/deployments/create-a-deployment
View deploymentshttps://replicate.com/docs/topics/deployments/view-deployments
Monitor a deploymenthttps://replicate.com/docs/topics/deployments/monitor-a-deployment
Delete a deploymenthttps://replicate.com/docs/topics/deployments/delete-a-deployment
About webhookshttps://replicate.com/docs/topics/webhooks
Set up webhookshttps://replicate.com/docs/topics/webhooks/setup-webhook
Receive webhookshttps://replicate.com/docs/topics/webhooks/receive-webhook
Verify webhookshttps://replicate.com/docs/topics/webhooks/verify-webhook
Test your webhook codehttps://replicate.com/docs/topics/webhooks/testing-webhook-code
About organizationshttps://replicate.com/docs/topics/organizations
API tokenshttps://replicate.com/docs/topics/security/api-tokens
About billinghttps://replicate.com/docs/topics/billing
Prepaid credithttps://replicate.com/docs/topics/billing/prepaid-credit
About subprocessorshttps://replicate.com/docs/topics/site-policy/subprocessors
How does Replicate work?https://replicate.com/docs/reference/how-does-replicate-work
Agent skillshttps://replicate.com/docs/reference/skills
MCP serverhttps://replicate.com/docs/reference/mcp
Client librarieshttps://replicate.com/docs/reference/client-libraries
HTTP APIhttps://replicate.com/docs/reference/http
OpenAPI schemahttps://replicate.com/docs/reference/openapi
llms.txthttps://replicate.com/docs/reference/llms-txt
Error codeshttps://replicate.com/docs/reference/error-codes
Open sourcehttps://replicate.com/docs/reference/open-source
Run a model from Node.jshttps://replicate.com/docs/get-started/nodejs
Deploy a custom modelhttps://replicate.com/docs/guides/deploy-a-custom-model
How does Replicate work?https://replicate.com/docs/reference/how-does-replicate-work
run modelshttps://replicate.com/explore
create fine-tuned models https://replicate.com/docs/get-started/fine-tune-with-flux
deploy custom modelshttps://replicate.com/docs/get-started/deploy-a-custom-model
nodejs Run a model from Node.js Get started with a few lines of JavaScript. https://replicate.com/docs/get-started/nodejs
colab Run a model from Google Colab Run any public Replicate model in a notebook on Google Colab. https://replicate.com/docs/get-started/google-colab
python Run a model from Python The language of the machine learning world. https://replicate.com/docs/get-started/python
flux Fine-tune an image model Train your own fine-tuned FLUX model to generate new images of yourself. https://replicate.com/docs/get-started/fine-tune-with-flux
custom Deploy a custom model Learn to build, deploy, and scale your own custom model on Replicate. https://replicate.com/docs/get-started/deploy-a-custom-model
Models https://replicate.com/docs/topics/models
Predictions https://replicate.com/docs/topics/predictions
Webhooks https://replicate.com/docs/topics/webhooks
Organizations https://replicate.com/docs/topics/organizations
Billing https://replicate.com/docs/topics/billing
Site policy https://replicate.com/docs/topics/site-policy
Make art with Stable Diffusion https://replicate.com/docs/guides/run/make-art-with-stable-diffusion
Build a website with Next.js https://replicate.com/docs/guides/run/nextjs
Build a Discord bot with Python https://replicate.com/docs/guides/run/discord-bot
Build an app with SwiftUI https://replicate.com/docs/guides/run/swiftui
Push your own model https://replicate.com/docs/guides/build/push-a-model
Push a Diffusers model https://replicate.com/docs/guides/build/push-a-diffusers-model
Get a GPU on Brev https://replicate.com/docs/guides/build/get-a-gpu-on-brev
Working with LoRAs https://replicate.com/docs/guides/extend/working-with-loras
ComfyUI https://replicate.com/docs/guides/extend/comfyui
Videoshttps://replicate.com/docs#videos
YouTube channel. https://www.youtube.com/@replicatehq
Run Replicate models using Cloudflare Workers Create and deploy a web app with a serverless backend and a React frontend in under 60 seconds. 7 minutes https://www.youtube.com/watch?v=esO33ejanZs
Create stylized videos using pre-trained HuggingFace LoRAs Make video content using the Hunyuan model with pre-trained styles from HuggingFace, or using your own images as training data. 3 minutes https://www.youtube.com/watch?v=6fLp23kWpgM
FLUX.1 Schnell vs FLUX.1 Dev Explore the differences between Flux Schnell and Flux Dev image generation models and learn how to enhance image quality effectively. 6 minutes https://www.youtube.com/watch?v=lTntmBZHw5Y
David Attenborough is now narrating my life Here's a GPT-4-vision + ElevenLabs python script so you can star in your own Planet Earth. 2 minutes https://www.youtube.com/watch?v=wOEz5xRLaRA
Write your shell commands in English Use language models like GPT-4o and Llama to write one-liner shell commands, then execute them. 4 minutes https://www.youtube.com/watch?v=uS2Htdu5Org
Introducing create-replicate-app A quick and easy way to run Replicate models with Node.js 3 minutes https://www.youtube.com/watch?v=u8PBjVcW_5A
Using webhooks with Replicate's API Learn how to receive webhooks from Replicate's API when running predictions and trainings. 14 minutes https://www.youtube.com/watch?v=ae3c_0sc9Rg
View more videos on YouTube https://www.youtube.com/@replicatehq
Homehttps://replicate.com/home
Abouthttps://replicate.com/about
Changeloghttps://replicate.com/changelog
Join ushttps://replicate.com/about#join-us
Termshttps://replicate.com/terms
Privacyhttps://replicate.com/privacy
Statushttps://replicatestatus.com/
Supporthttps://replicate.com/support

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