# Featured examples | Modal Docs

- **URL:** https://modal.com/docs/examples
- **Summary:** How to run LLMs, Stable Diffusion, data-intensive processing, computer vision, audio transcription, and other tasks on Modal.

### Featured Examples

Featured

Images, video & 3D

Fine-tuning

Language modeling

Batch processing

Audio

Modal Sandboxes

Computational biology

[### Deploy an OpenAI-compatible LLM service\
\
Run large language models with a drop-in replacement for the OpenAI API](https://modal.com/docs/examples/llm_inference)
[### Optimize tokens per second\
\
Maximize throughput in batch LLM processing](https://modal.com/docs/examples/vllm_throughput)
[### Deploy OpenCode agents\
\
Run coding agents at scale in secure Sandboxes](https://modal.com/docs/examples/opencode_server)
[### Design protein binders with ESMFold2\
\
Propose and evaluate thousands of binders in parallel](https://modal.com/docs/examples/esmfold2_binder_design)
[### Transcribe speech in batches with Whisper\
\
Turn audio bytes into text at scale](https://modal.com/docs/examples/batched_whisper)
[### Voice chat with LLMs\
\
Build an interactive voice chat app](https://modal.com/docs/examples/llm-voice-chat)
[### Deploy vibe coding at scale\
\
Build an AI coding platform for thousands of users](https://modal.com/docs/examples/modal-vibe)
[### Custom pet art from Flux with Hugging Face and Gradio\
\
Fine-tune an image generation model on pictures of your pet](https://modal.com/docs/examples/diffusers_lora_finetune)
[### Deploy really big language models\
\
Serve models with hundreds of billions of parameters](https://modal.com/docs/examples/very_large_models)
[### Edit images with Flux Kontext\
\
Transform images with SotA diffusion models](https://modal.com/docs/examples/image_to_image)
[### Fold proteins with Boltz-2\
\
Predict molecular structures and binding affinities from sequences with SotA open source models](https://modal.com/docs/examples/boltz_predict)
[### Serverless WebRTC\
\
Stream YOLO detections on webcam footage in real time](https://modal.com/docs/examples/webrtc_yolo)
[### Sandbox a LangGraph agent's code\
\
Run an LLM coding agent that runs its own language models](https://modal.com/docs/examples/agent)
[### Serve diffusion models\
\
Serve Flux on Modal with optimizations for blazingly fast inference](https://modal.com/docs/examples/flux)
[### Low latency SGLang\
\
Run interactive language model applications](https://modal.com/docs/examples/sglang_low_latency)
[### Transcribe speech with Kyutai STT\
\
Stream transcripts at the speed of speech](https://modal.com/docs/examples/streaming_kyutai_stt)
[### Star in custom music videos\
\
Fine-tune a Wan2.1 video model on your face and run it in parallel](https://modal.com/docs/examples/music-video-gen)
[### Make music\
\
Turn prompts into music with ACE-Step](https://modal.com/docs/examples/generate_music)
[### RAG Chat with PDFs\
\
Use ColBERT-style, multimodal embeddings with a Vision-Language Model to answer questions about documents](https://modal.com/docs/examples/chat_with_pdf_vision)
[### Bring images to life\
\
Prompt a generative video model to animate an image](https://modal.com/docs/examples/image_to_video)
[### Build a protein folding dashboard\
\
Serve a web UI for a protein model with ESM3, Molstar, and Gradio](https://modal.com/docs/examples/esm3)
[### Deploy a Hacker News Slackbot\
\
Periodically post new Hacker News posts to Slack](https://modal.com/docs/examples/hackernews_alerts)
[### Fold proteins with Chai-1\
\
Predict molecular structures from sequences with SotA open source models](https://modal.com/docs/examples/chai1)
[### Retrieval-Augmented Generation (RAG) for Q&A\
\
Build a question-answering Web Function that can cite its sources](https://modal.com/docs/examples/potus_speech_qanda)
[### Document OCR job queue\
\
Use Modal as an infinitely scalable job queue that can service async tasks from a web app](https://modal.com/docs/examples/doc_ocr_jobs)
[### Parallel processing of Parquet files on S3\
\
Analyze data from the Taxi and Limousine Commission of NYC in parallel](https://modal.com/docs/examples/s3_bucket_mount)