Glossary · Term

truncated backpropagation

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Definition

Only sending learning signals through the last few steps of a long process instead of all of them.

A training technique for recurrent or unrolled architectures in which gradients are computed only over the last K steps; combined with MagicNorm in HRM-Text to stabilize deep recurrent language model training.

Also called: truncated backprop

Mentioned in 1 episode

  1. 074
    How a Fifteen-Hundred-Dollar Training Run Matched Llama and Gemma on Reasoning