Featured Examples
Deploy an OpenAI-compatible LLM service
Run large language models with a drop-in replacement for the OpenAI API.
Custom pet art from Flux with Hugging Face and Gradio
Fine-tune an image generation model on pictures of your pet.
Run llama.cpp
Run DeepSeek-R1 and Phi-4 on llama.cpp
Voice chat with LLMs
Build an interactive voice chat app.
Serve diffusion models
Serve Flux on Modal with a number of optimizations for blazingly fast inference.
Fold proteins with Chai-1
Predict molecular structures from sequences with SotA open source models.
Create music
Turn prompts into music with MusicGen
Sandbox a LangGraph agent's code
Run an LLM coding agent that runs its own language models.
RAG Chat with PDFs
Use ColBERT-style, multimodal embeddings with a Vision-Language Model to answer questions about documents.
Bring images to life
Prompt a generative video model to animate an image.
Fast podcast transcriptions
Build an end-to-end podcast transcription app that leverages dozens of containers for super-fast processing.
Build a protein folding dashboard
Serve a web UI for a protein model with ESM3, Molstar, and Gradio
Deploy a Hacker News Slackbot
Periodically post new Hacker News posts to Slack.
Retrieval-Augmented Generation (RAG) for Q&A
Build a question-answering web endpoint that can cite its sources.
Document OCR job queue
Use Modal as an infinitely scalable job queue that can service async tasks from a web app.
Parallel processing of Parquet files on S3
Analyze data from the Taxi and Limousine Commission of NYC in parallel.