Featured examples

Serving diffusion models

Serve Flux on Modal with a number of optimizations for blazingly fast inference.

Serving diffusion models

Deploy an OpenAI-compatible LLM service

Run large language models with a drop-in replacement for the OpenAI API.

Deploy an OpenAI-compatible LLM service

Stable Diffusion fine-tuning with Dreambooth

Fine-tune a Stable Diffusion model on images of your pet using Dreambooth.

Stable Diffusion fine-tuning with Dreambooth

Voice chat with LLMs

Build an interactive voice chat app.

Voice chat with LLMs

Fast podcast transcriptions

Build an end-to-end podcast transcription app that leverages dozens of containers for super-fast processing.

Fast podcast transcriptions

Document OCR job queue

Use Modal as an infinitely scalable job queue that can service async tasks from a web app.

Document OCR job queue

Parallel processing of Parquet files on S3

Analyze data from the Taxi and Limousine Commission of NYC in parallel.

Parallel processing of Parquet files on S3

Retrieval-Augmented Generation for Q&A

Build a question-answering web endpoint that can cite its sources.

Retrieval-Augmented Generation for Q&A

Hacker News Slackbot

Use Modal to deploy a cron job that periodically queries Hacker News for new posts, and posts the results to Slack.

Hacker News Slackbot

Real-time Object Detection

Create a web endpoint that leverages HuggingFace models to do object detection in real-time.

Real-time Object Detection

ControlNet playgrounds

Play with all 10 demo Gradio apps from the ControlNet project.

ControlNet playgrounds

And more!

Check out the modal-examples GitHub repository for even more examples of things you can do with Modal.

And more!