Mike Smith @smith42mike
AI researcher who likes self-supervised, unsupervised and gen models. Was at @I_Hert_Space and @AspiaSpace, now at @astro_ai_cfa and @universe_tbd. mjjsmith.com Joined November 2021-
Tweets415
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Followers137
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Following388
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Mike Smith retweeted
1/ We compared 6 foundation model architectures across JWST, HSC, Legacy Survey, and DESI data. The key question: Do larger models converge toward similar representations even when seeing astronomical objects through completely different processes? Our results: YES! ✨ - Our…
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Mike Smith retweeted
🧵 We are very excited to announce our latest work, exploring the platonic representation hypothesis with astronomy! We tested if different AI models converge to the same understanding of galaxies - even when trained on completely different data types (optical imagery from…
Mike Smith retweeted
seems likely the world of One Big Model will end in a year or two we’ll have families of peft-adapted experts continuously retrained, merged, and reapplied under varying degrees of staleness the Train/Test split of conventional machine learning held us back for far too long
Mike Smith retweeted
when you give up on this nebulous idea and illusion of prestige, you will finally find peace and freedom. submit to TMLR and JMLR.
Mike Smith retweeted
I want to frame this whole article.
Mike Smith retweeted
“Attention is not all you need”
“Attention is not all you need”
Mike Smith retweeted
nearly everything in AI can be understood through the lens of compression - the architecture is just schema for when & how to compress - optimization is a compression *process*, with its own compression level and duration - (architecture + data + optimization) = model - in other…
Hugging Face is on a roll recently!
Hugging Face is on a roll recently!
Mike Smith retweeted
AGI confirmed
Mike Smith retweeted
the Las Vegas Sphere is looking a bit different...
Mike Smith retweeted
Wow @Yoshua_Bengio is now the #1 most-cited living scientist - across ALL fields
Wow @Yoshua_Bengio is now the #1 most-cited living scientist - across ALL fields https://t.co/2XOzFKTjeO
Mike Smith retweeted
what your autoregressive model sees when you break causal masking
Mike Smith retweeted
To the contrary, people don't forget GPT-2. People vividly remember that, quite unprecedented, OpenAI refused to share code or weights for GPT-2 and single handedly started an era of closed models and commercialism over science.
To the contrary, people don't forget GPT-2. People vividly remember that, quite unprecedented, OpenAI refused to share code or weights for GPT-2 and single handedly started an era of closed models and commercialism over science.
Mike Smith retweeted
K2's API is faster now! from 10 tok/s to 40 tok/s High speed mode on! 🚀
Mike Smith retweeted
Sneak peak of what is coming on Monday!
Mike Smith retweeted
qk clipping changed my life. my skin is clear. my vision has been corrected. my experts have better load balance. i no longer hate the sun
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