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Mex Ivanov

MexIvanov
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AI & ML interests

NLP, Coding, Quantum Computing and more.

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reacted to marksverdhei's post with šŸ‘ 1 day ago
Poll: Will 2026 be the year of subquadratic attention? The transformer architecture is cursed by its computational complexity. It is why you run out of tokens and have to compact. But some would argue that this is a feature not a bug and that this is also why these models are so good. We've been doing a lot of research on trying to make equally good models that are computationally cheaper, But so far, none of the approaches have stood the test of time. Or so it seems. Please vote, don't be shy. Remember that the Dunning-Kruger effect is very real, so the person who knows less about transformers than you is going to vote. We want everyone's opinion, no matter confidence. šŸ‘ if you think at least one frontier model* will have no O(n^2) attention by the end of 2026 šŸ”„ If you disagree * Frontier models - models that match / outperform the flagship claude, gemini or chatgpt at the time on multiple popular benchmarks
liked a model 25 days ago
google/translategemma-27b-it
liked a model 25 days ago
google/translategemma-12b-it
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MexIvanov (Mex Ivanov)
Hugging Face's logo
Mex Ivanov's picture
1 1 75

Mex Ivanov

MexIvanov
skatzR's profile picture 21world's profile picture evilfreelancer's profile picture
Ā·

AI & ML interests

NLP, Coding, Quantum Computing and more.

Recent Activity

reacted to marksverdhei's post with šŸ‘ 1 day ago
Poll: Will 2026 be the year of subquadratic attention? The transformer architecture is cursed by its computational complexity. It is why you run out of tokens and have to compact. But some would argue that this is a feature not a bug and that this is also why these models are so good. We've been doing a lot of research on trying to make equally good models that are computationally cheaper, But so far, none of the approaches have stood the test of time. Or so it seems. Please vote, don't be shy. Remember that the Dunning-Kruger effect is very real, so the person who knows less about transformers than you is going to vote. We want everyone's opinion, no matter confidence. šŸ‘ if you think at least one frontier model* will have no O(n^2) attention by the end of 2026 šŸ”„ If you disagree * Frontier models - models that match / outperform the flagship claude, gemini or chatgpt at the time on multiple popular benchmarks
liked a model 25 days ago
google/translategemma-27b-it
liked a model 25 days ago
google/translategemma-12b-it
View all activity

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