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onekq 
posted an update about 9 hours ago
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GPT 5.1 codex didn't make SOTA either. This should conclude 2025. No model has ever reached above 0.8.

onekq-ai/WebApp1K-models-leaderboard

Can this leaderboard be saturated in 2026?
onekq 
posted an update 1 day ago
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I am starting a new series on matrix. The idea came to me when I wrote about the Muon optimizer.

Matrix itself has lots of fascinating properties and is applied in STEM fields for many decades. Its application in ML is just the beginning. There are lots of low hanging fruits. At the very least, I hope this math perspective will give you a new lens.

https://huggingface.co/blog/onekq/matrices-transformers-preface
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onekq 
posted an update 3 days ago
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DeepSeek v3.2 is worse than R1. This is quite puzzling. Why the regression with new GRPO and new attention?

onekq-ai/WebApp1K-models-leaderboard

I used reasoning mode against DeepSeek API