Genuinely sobbing. Hard to describe how much he inspired me as a lonely and geeky child.

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⚠️ Very important warning ⚠️ LLMs can be miraculous for quick and easy tasks. Except when they're not. You have to check absolutely everything. Just because you've given it contextual information, doesn't mean it will use it!

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So also, "ego has to go out of maths". Collaboration to create understanding will be more important. So, perhaps, will book-writing (cf the humanities). /3

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Mistral Le Chonk can now run locally! The 1 trillion parameter model runs on a Mac Studio with our 1-bit GGUF which retains 91% top-1 accuracy. Le Chonk is the strongest Western open model to date. GGUF: huggingface.co/unsloth/Mist... Guide: unsloth.ai/docs/models/...

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Looking to the future, I have exciting stuff about handling clustered data and some new estimating functions I am working on that will push the applicability of deli in research even further. Finally, deli provides a low-level interface but I am creating guidelines on creating wrapper functions

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