Resource: State of Open Source AI

So I'm working with Filippo Pedrazzini and the PremAI team and a few weeks ago we launched this online resource for busy people wanting to keep up to date with the developments in generative open source models. Open Source powers so much of the systems we use, but in this AI field things are bit more difficult. GPUs are required, and they're a limited resource, just as quality data for fine-tuning.

How the field develops is going to be critical to understand since it's going to be quite an uphill battle since we're facing against Big AI with access to the hardware and data that typical open source tools don't need to worry about.

There are a lot more areas the guide goes into, and I'm still trying to keep up with everything but it's a great resource to have in your bookmarks. Check out the sections:

• 📝 Licenses

• 📊 Evaluation & Datasets

• 🖥️ Models

• 📐 Unaligned Models

• 🍛 Fine-tuning

• 📮 Model Formats

• ⚙️ MLOps Engines

• 🧓 Vector Databases

• 💧 Software Development Toolkits

• 📫 Desktop Apps

• 📩 Hardware

You can go to book.premai.io to see the contents, and you can also subscribe to get notified about the updates.