Speculative Decoding's '2x Speed' Was Not Reproduced — Measured 3 Times with the Same Settings, Results Were 2.34x, 1.39x, and 1.14x; Mixing Prompts Actually M…

I measured vLLM's Speculative Decoding (a mechanism where a small model creates a 'draft' for lookahead to speed up the main ...

A protein that regulates mRNA decoding can itself be regulated with implications for understanding cancer

Decoding of messenger RNA (mRNA) occurs during translation, the vital cellular process that builds proteins. Errors in this ...
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NVIDIA’s VFlash speeds robot trajectory decoding 12x, cuts prediction errors by 61%

NVIDIA researchers have developed a new visual planning method that accelerates robot trajectory decoding ...
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Why brain decoding is not mind reading — and why that matters

Recently, my colleagues and I published a study on decoding language from brain recordings made using functional MRI. Brain decoders are being developed to help restore communication to people who ...