Lightning AI provides a platform for coding, prototyping, training, deploying, and hosting AI web applications from a browser with zero setup.

Lightning AI

The AI development platform - From idea to AI, Lightning fast ⚡️. Code together. Prototype. Train on GPUs. Scale. Serve.

From your browser - with zero setup. 

AI Studio is your laptop on the cloud. Zero setup. Always ready. Persistent storage and environments. Code on CPU. Debug on GPU. Scale to multi-node. Run sweeps, jobs and more.

Scale models with PyTorch Lightning, Fabric, Lit-GPT, torchmetrics and more.

The weekend is here! explore LitServe (AI model serving) with these examples:

🎶 Generate music from text (AudioCraft)
🎆 Upscale small images without losing details (Aura SR)
🧐 Annotate images (Phi 3.5)
🧑🏼🎨 Generate images from text (Flux - the new Stable Diffusion)

Link to more examples:
https://lnkd.in/ddrvfRPN

LitServe makes it super easy to build compound AI systems! 

Mix models, data, and databases to create cool multi-modal setups like image captioning or speech-to-text. 

Here's an example for image captioning with CLIP.

https://lnkd.in/diYUG7NW

🚀 Introducing LitServe!

The next-gen serving engine for AI models—lightning fast ⚡, scalable.

✅ 2x faster than FastAPI (at least)
✅ GPU autoscaling
✅ Batching, streaming
✅ LLMs, NLP, vision
✅ PyTorch, SkLearn, Jax...
✅ ... 10+ features

Star ⭐️ on Github: https://lnkd.in/diYUG7NW

Example: Deploy a Whisper model.

Get an in-depth introduction to building RAG applications with open source LLMs!

In this video, @svpino uses Llama 3.1 and Lightning AI Studio to develop a basic RAG system that can answer questions from a PDF.

We're going to have the best AI Tinkerers from NYC together again at our August Meetup! 

When: August 28th, 6:00 PM to 9:00 PM
Where: Awesome rooftop terrace and office, hosted by Lightning AI

Don't miss this chance to connect with other AI tinkerers in NYC! 
Register now: https://lnkd.in/ekvy-Pw6.

You can also still submit a request to speak and show what you are building!

Comet is a powerful experimentation platform for tracking, comparing, debugging, and visualizing model training runs.

Check out this Lightning AI Studio to see how you can get started quickly with the PyTorch Lightning CometLogger: https://lnkd.in/g6ARWZ24

We can’t wait to connect with everyone at this week’s Ai4 - Artificial Intelligence Conferences!

🗓️ ”Building Scalable AI for Real-World Business” with William Falcon - Tuesday, Aug 13 @ 11:35 AM PDT
🗓️ Lightning AI booth & live demos - Tuesday, Aug 13 to Wednesday, Aug 14 @ Booth 311

We loved bringing the developer community together with Georgian at the Toronto Machine Learning Society (TMLS) Summit for our “Building Applications with Open Source LLMs” hackathon!

Everyone had a blast working on innovative projects and collaborating live with Lightning AI Studios.

Stay tuned for more upcoming hackathons near you.

Headed to Ai4 - Artificial Intelligence Conferences in Las Vegas next week? Our CEO, William Falcon, will be giving a talk on “Building Scalable AI for Real-World Business” on Tuesday @ 11:35am PDT.

And don’t forget to visit our booth to get a live demo of Lightning AI Studios and snag some exclusive Lightning AI swag!

Whether you’re just getting into deep learning or looking to level up your skills, our team of experts at Lightning AI have put together a suite of resources including:

✅ A ‘Deep Learning Fundamentals’ course with best-selling author and professor @rasbt
✅ Short-form videos on everything from IDEs to version control

Check them out at https://lnkd.in/g8wdzpd7

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