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6:54
Subquadratic Review on Quasa: The First Sub-Quadratic LLM
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3 months ago
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The First Real LLM Breakthrough Is Here... SubQ (1000x Less Compute)
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SubQ — The First Commercial Subquadratic LLM
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SubQ is presented as a new LLM architecture based on fully sub-quadratic sparse attention, claiming to improve efficiency by focusing only on the most relevant token relationships instead of computing all pairwise interactions like standard transformers.It introduces a 12 million token context window and is reported to be significantly more efficient—about 52× faster than FlashAttention at 1M tokens and under 5% of the cost of Opus—by reducing unnecessary computation, potentially enabling much b
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