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Set Block Decoding (SBD): 3–5x Faster LLM Inference with No Accuracy Loss

Set Block Decoding (SBD): 3–5x Faster LLM Inference with No Accuracy Loss

Set Block Decoding

Set Block Decoding is a Language Model Inference Accelerator

Set Block Decoding is a Language Model Inference Accelerator

We introduce

Block Based Video Decoding Example - Sequential

Block Based Video Decoding Example - Sequential

This is a visualization of

Decoder-only inference: a step-by-step deep dive

Decoder-only inference: a step-by-step deep dive

In this deep dive video, we explore the step-by-step process of transformer inference for text generation, with a focus on ...

Constant Query Local Decoding Against Deletions Is Impossible

Constant Query Local Decoding Against Deletions Is Impossible

Meghal Gupta (UC Berkeley) https://simons.berkeley.edu/talks/meghal-gupta-uc-berkeley-2024-04-09 Advances in the Theory of ...