Get started [Run a model from Node.js](/docs/get-started/nodejs) [Run a model from Google Colab](/docs/get-started/google-colab) [Run a model from Python](/docs/get-started/python) [Fine-tune an image model](/docs/get-started/fine-tune-with-flux) [Deploy a custom model](/docs/get-started/deploy-a-custom-model) Guides Run models [Build a website with vinext](/docs/guides/run/vinext) [Build a website with Next.js](/docs/guides/run/nextjs) [Build a Discord bot with Python](/docs/guides/run/discord-bot) [Build an app with SwiftUI](/docs/guides/run/swiftui) [Make art with Stable Diffusion](/docs/guides/run/make-art-with-stable-diffusion) [Upscale images with AI models](/docs/guides/run/upscale-images-with-ai-models) Build models [Publish using GitHub Actions](/docs/guides/build/push-a-model-using-github-actions) [Set up a CI/CD pipeline](/docs/guides/build/continuous-model-deployment) [Push your own model](/docs/guides/build/push-a-model) [Push a Transformers model](/docs/guides/build/push-a-transformers-model) [Push a Diffusers model](/docs/guides/build/push-a-diffusers-model) [Optimize models with Pruna](/docs/guides/build/optimize-models-with-pruna) [Get a GPU on Brev](/docs/guides/build/get-a-gpu-on-brev) [Get a GPU on Lambda Labs](/docs/guides/build/get-a-gpu-on-lambda-labs) [Best practices for Replicate models](/docs/guides/build/model-best-practices) [Optimize with torch.compile](/docs/guides/build/torch-compile) Go deeper [Cache images with Cloudflare](/docs/guides/extend/cloudflare-image-cache) [Get started with ComfyUI](/docs/guides/extend/comfyui) [Use realtime speech with OpenAI](/docs/guides/extend/openai-realtime) [Handle webhooks with Val Town](/docs/guides/extend/build-a-webhook-notifier-with-val-town) [Working with LoRAs](/docs/guides/extend/working-with-loras) Topics Models [About models](/docs/topics/models) [Run a model](/docs/topics/models/run-a-model) [Create a model](/docs/topics/models/create-a-model) [Publish a model](/docs/topics/models/publish-a-model) [Model versions](/docs/topics/models/versions) [Model hardware](/docs/topics/models/hardware) [Official models](/docs/topics/models/official-models) [Community models](/docs/topics/models/community-models) [Private and public models](/docs/topics/models/private-models) [Training destinations](/docs/topics/models/models-as-training-destinations) [Delete a model](/docs/topics/models/delete-a-model) [Secrets](/docs/topics/models/secrets) Predictions [About predictions](/docs/topics/predictions) [Create a prediction](/docs/topics/predictions/create-a-prediction) [Input files](/docs/topics/predictions/input-files) [Output files](/docs/topics/predictions/output-files) [Prediction lifecycle](/docs/topics/predictions/lifecycle) [Share a prediction](/docs/topics/predictions/share-a-prediction) [Rate limits](/docs/topics/predictions/rate-limits) [Safety checking](/docs/topics/predictions/safety-checking) [Data retention](/docs/topics/predictions/data-retention) [Secrets](/docs/topics/predictions/secrets) [Streaming output](/docs/topics/predictions/streaming) Deployments [About deployments](/docs/topics/deployments) [Create a deployment](/docs/topics/deployments/create-a-deployment) [View deployments](/docs/topics/deployments/view-deployments) [Monitor a deployment](/docs/topics/deployments/monitor-a-deployment) [Delete a deployment](/docs/topics/deployments/delete-a-deployment) Webhooks [About webhooks](/docs/topics/webhooks) [Set up webhooks](/docs/topics/webhooks/setup-webhook) [Receive webhooks](/docs/topics/webhooks/receive-webhook) [Verify webhooks](/docs/topics/webhooks/verify-webhook) [Test your webhook code](/docs/topics/webhooks/testing-webhook-code) Organizations [About organizations](/docs/topics/organizations) Security [API tokens](/docs/topics/security/api-tokens) Billing [About billing](/docs/topics/billing) [Prepaid credit](/docs/topics/billing/prepaid-credit) Site policy [About subprocessors](/docs/topics/site-policy/subprocessors) Reference [How does Replicate work?](/docs/reference/how-does-replicate-work) [Agent skills](/docs/reference/skills) [MCP server](/docs/reference/mcp) [Client libraries](/docs/reference/client-libraries) [HTTP API](/docs/reference/http) [OpenAPI schema](/docs/reference/openapi) [llms.txt](/docs/reference/llms-txt) [Error codes](/docs/reference/error-codes) [Open source](/docs/reference/open-source) Popular searches on Replicate * [Run a model from Node.js](/docs/get-started/nodejs) * [Deploy a custom model](/docs/guides/deploy-a-custom-model) * [How does Replicate work?](/docs/reference/how-does-replicate-work) Showing results Documentation ============= Replicate lets you run AI models with a cloud API, without having to understand machine learning or manage your own infrastructure. You can [run models](https://replicate.com/explore) that other people have published, bring your own training data to [create fine-tuned models](/docs/get-started/fine-tune-with-flux) , or [deploy custom models](/docs/get-started/deploy-a-custom-model). Get started ----------- [ nodejs ![Run a model from Node.js](/_content/assets/node-simple.BLomDmfg_1JmXdj.webp) ![Run a model from Node.js](/_content/assets/node-simple.BLomDmfg_1JmXdj.webp) Run a model from Node.js Get started with a few lines of JavaScript. ](/docs/get-started/nodejs)[ colab ![Run a model from Google Colab](/_content/assets/google-colab.C9zBUlCi_S2E40.webp) ![Run a model from Google Colab](/_content/assets/google-colab.C9zBUlCi_S2E40.webp) Run a model from Google Colab Run any public Replicate model in a notebook on Google Colab. ](/docs/get-started/google-colab)[ python ![Run a model from Python](/_content/assets/python.DhHZnsLE_1VLSNu.webp) ![Run a model from Python](/_content/assets/python.DhHZnsLE_1VLSNu.webp) Run a model from Python The language of the machine learning world. ](/docs/get-started/python)[ flux ![Fine-tune an image model](/_content/assets/fine-tune-with-flux.C-5VJrjB_zLvTv.webp) ![Fine-tune an image model](/_content/assets/fine-tune-with-flux.C-5VJrjB_zLvTv.webp) Fine-tune an image model Train your own fine-tuned FLUX model to generate new images of yourself. ](/docs/get-started/fine-tune-with-flux)[ custom ![Deploy a custom model](/_content/assets/deployments.DD9f9xat_Zn7YD.webp) ![Deploy a custom model](/_content/assets/deployments.DD9f9xat_Zn7YD.webp) Deploy a custom model Learn to build, deploy, and scale your own custom model on Replicate. ](/docs/get-started/deploy-a-custom-model) Topics ------ ### Learn about how Replicate works. [ ![Models](/_content/assets/models.BJIr7X_f_Z2kC2Ib.webp) Models ](/docs/topics/models "Models")[ ![Predictions](/_content/assets/predictions._3yNVB34_23vYX7.webp) Predictions ](/docs/topics/predictions "Predictions")[ Webhooks ](/docs/topics/webhooks "Webhooks")[ ![Organizations](/_content/assets/organizations.BedbHo6F_t100y.webp) Organizations ](/docs/topics/organizations "Organizations")[ ![Billing](/_content/assets/billing.4tNf2Kip_ZkFFvs.webp) Billing ](/docs/topics/billing "Billing")[ ![Site policy](/_content/assets/site-policy.C5ajtLf1_hVQia.webp) Site policy ](/docs/topics/site-policy "Site policy") Guides ------ ### Ready to build something? Check out our guides. [ ![Make art with Stable Diffusion](/_content/assets/make-art.DSD5zrOH_12W8ca.webp) Make art with Stable Diffusion ](/docs/guides/run/make-art-with-stable-diffusion "Make art with Stable Diffusion")[ ![Build a website with Next.js](/_content/assets/nextjs.B1IfSu-1_Z2p6uo3.webp) Build a website with Next.js ](/docs/guides/run/nextjs "Build a website with Next.js")[ ![Build a Discord bot with Python](/_content/assets/discord.BmXaeYX1_Z1hPFjy.webp) Build a Discord bot with Python ](/docs/guides/run/discord-bot "Build a Discord bot with Python")[ ![Build an app with SwiftUI](/_content/assets/swiftui.CVaPa2JR_Ze4FTW.webp) Build an app with SwiftUI ](/docs/guides/run/swiftui "Build an app with SwiftUI")[ ![Push your own model](/_content/assets/push-a-model.jmy-8qzS_gYiRI.webp) Push your own model ](/docs/guides/build/push-a-model "Push your own model")[ ![Push a Diffusers model](/_content/assets/push-diffusers.C87Ipk-3_ZlXgeW.webp) Push a Diffusers model ](/docs/guides/build/push-a-diffusers-model "Push a Diffusers model")[ ![Get a GPU on Brev](/_content/assets/gpu-brev.DaeVWwrW_Z1gxumn.webp) Get a GPU on Brev ](/docs/guides/build/get-a-gpu-on-brev "Get a GPU on Brev")[ ![Working with LoRAs](/_content/assets/loras.DNSqvqUL_22fxBQ.webp) Working with LoRAs ](/docs/guides/extend/working-with-loras "Working with LoRAs")[ ![ComfyUI](/_content/assets/comfyui.Dz0Lr7YR_Z2to6LO.webp) ComfyUI ](/docs/guides/extend/comfyui "ComfyUI") [Videos](#videos) ----------------- ### Prefer to learn by watching videos? Check out some recent demos from our [YouTube channel.](https://www.youtube.com/@replicatehq) [![Thumbnail for Run Replicate models using Cloudflare Workers](https://img.youtube.com/vi/esO33ejanZs/maxresdefault.jpg) ### 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)[![Thumbnail for Create stylized videos using pre-trained HuggingFace LoRAs](https://img.youtube.com/vi/6fLp23kWpgM/maxresdefault.jpg) ### 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)[![Thumbnail for FLUX.1 Schnell vs FLUX.1 Dev](https://img.youtube.com/vi/lTntmBZHw5Y/maxresdefault.jpg) ### 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)[![Thumbnail for David Attenborough is now narrating my life](https://img.youtube.com/vi/wOEz5xRLaRA/maxresdefault.jpg) ### 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)[![Thumbnail for Write your shell commands in English](https://img.youtube.com/vi/uS2Htdu5Org/maxresdefault.jpg) ### 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)[![Thumbnail for Introducing create-replicate-app](https://img.youtube.com/vi/u8PBjVcW_5A/maxresdefault.jpg) ### 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)[![Thumbnail for Using webhooks with Replicate's API](https://img.youtube.com/vi/ae3c_0sc9Rg/maxresdefault.jpg) ### 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)