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harvard-edge / cs249r_book

Collaborative book Machine Learning Systems
https://harvard-edge.github.io/cs249r_book/
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Frameworks update and GenAI chapter #133

Open mr5why opened 4 months ago

mr5why commented 4 months ago

Hello, Firstly great initiative. I did a quick read of Frameworks chapter and noticed that Tensorflow mentioned multiple times. Google plans to move from Tensorflow to JAX, hence I recommend atleast adding a paragraph on latest popular frameworks (for now :-)). Thank you!

mr5why commented 4 months ago

I will be happy to contribute to GenAI chapter with all the latest models such as Google's Gemini Nano-1, Nano-2 and Microsoft's Phi-1.5 and Phi-2.0 etc. By the time the book is published at least we capture latest and greatest in Tiny LLM or SLMs. Thank you, Manoj Roge

profvjreddi commented 4 months ago

Hi! Thanks for taking the time to look over the materials and giving your feedback! Much appreciated.

I completely agree that that section needs to be a bit more balanced cause right now it is heavily biased towards one framework. Will do that for sure, or if you feel like it you are also more than welcome to give it a shot. Would appreciate a different perspective!

Thanks again!

profvjreddi commented 4 months ago

I will be happy to contribute to GenAI chapter with all the latest models such as Google's Gemini Nano-1, Nano-2 and Microsoft's Phi-1.5 and Phi-2.0 etc. By the time the book is published at least we capture latest and greatest in Tiny LLM or SLMs. Thank you, Manoj Roge

That'd be awesome @mr5why! It is a struggle to keep up with the pace of innovation in this space 😄

Feel free to fork and issue a PR when you are ready. If you take this on, then I can work on the JAX side of things.