# Helpful Resources

## AI Resources

* [RAG vs Finetuning](https://www.rungalileo.io/blog/optimizing-llm-performance-rag-vs-finetune-vs-both)
* [The promise and challenges of crypto + AI ](https://vitalik.eth.limo/general/2024/01/30/cryptoai.html)- Vitalik Buterin 
* [Data on Notable AI Models](https://epoch.ai/data/notable-ai-models)
* [Towards decentralized AI](https://www.firstbatch.xyz/blog/towards-decentralized-ai-part-1-data-collection)
* [Understanding the Intersection of Crypto and AI ](https://www.galaxy.com/insights/research/understanding-intersection-crypto-ai/)- Galaxy Digital Research

## GPU Info

* [How do graphics cards work?](https://www.youtube.com/watch?v=h9Z4oGN89MU)
* Nvidia CUDA [Toolkit](https://developer.nvidia.com/cuda-toolkit)
* [Nvidia CUDA in 100 Seconds](https://www.youtube.com/watch?v=pPStdjuYzSI)

## Bacalhau Resources

* [Bacalhau.org](https://www.bacalhau.org/)
* [Impact of Compute over Data](https://www.youtube.com/watch?v=jSzb7q00_0c) - Juan Benet
* [CoD vision & goals](https://www.youtube.com/watch?v=-d4iJm-RbyA) - Juan Benet
* [Lessons for building Distributed Compute](https://www.youtube.com/watch?v=GHGYHuIboy4) - Juan Benet & Molly Mackinlay
* [State of CoD 2023](https://www.youtube.com/watch?v=w-cRNst68L0) - David Aronchick
* [Containers at the Edge](https://softwareengineeringdaily.com/2024/08/22/containers-at-the-edge-with-david-aronchick/) - David Aronchick 

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-cover data-type="files"></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td>Lilypad Blog</td><td><a href="https://blog.lilypadnetwork.org/">View blog</a></td><td><a href="https://58337262-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FtadiyoOe4nTUoSulEVOV%2Fuploads%2Fv6LeXxAuc7k0dk5CqqOk%2FScreenshot%202024-05-17%20at%2011.14.42%E2%80%AFAM.png?alt=media&#x26;token=50aca1ae-ed1e-49c1-a52c-9f7caa9f0444">Screenshot 2024-05-17 at 11.14.42 AM.png</a></td><td><a href="https://blog.lilypadnetwork.org/">https://blog.lilypadnetwork.org/</a></td></tr><tr><td>Lilypad YouTube</td><td><a href="https://www.youtube.com/@lilypadnetwork">Watch videos</a></td><td><a href="https://58337262-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FtadiyoOe4nTUoSulEVOV%2Fuploads%2Fgit-blob-5533ed78e232fb1c33af71ee6f9bff1b1913ad67%2F8gzcr6RpGStvZFA2qRt4v6.jpg?alt=media">8gzcr6RpGStvZFA2qRt4v6.jpg</a></td><td></td></tr><tr><td>Encode x Filecoin Open Data Hack Video [Sept 23]</td><td><a href="https://www.youtube.com/watch?v=fJGTUg39n-0">Watch video</a></td><td><a href="https://58337262-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FtadiyoOe4nTUoSulEVOV%2Fuploads%2Fgit-blob-da015ee0ca74cff830b26d014c1be22c189f9409%2FAlly_Haire_Mentor.png?alt=media">Ally_Haire_Mentor.png</a></td><td><a href="https://www.youtube.com/watch?v=fJGTUg39n-0">https://www.youtube.com/watch?v=fJGTUg39n-0</a></td></tr><tr><td>Encode x Filecoin Open Data Hack Slides [Sept 23]</td><td><a href="https://drive.google.com/file/d/15Mk06cL-G1rpkm1iIDi-zJe0DgqBUzeQ/view?usp=sharing">View slide</a></td><td><a href="https://58337262-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FtadiyoOe4nTUoSulEVOV%2Fuploads%2Fgit-blob-78eef13ce8f2a3bdc93561b4b29ae22817dd082f%2FOpen%20Data%20Hack.jpg?alt=media">Open Data Hack.jpg</a></td><td><a href="https://drive.google.com/file/d/15Mk06cL-G1rpkm1iIDi-zJe0DgqBUzeQ/view?usp=sharing">https://drive.google.com/file/d/15Mk06cL-G1rpkm1iIDi-zJe0DgqBUzeQ/view?usp=sharing</a></td></tr></tbody></table>