---
title: "Is One Layer Enough? Training A Single Transformer Layer Can Match Full-Parameter RL Training — Stuff That Spins"
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date: "2026-07-02T17:36:01+00:00"
modified: "2026-07-02T23:03:06.930581+00:00"
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# Is One Layer Enough? Training A Single Transformer Layer Can Match Full-Parameter RL Training

**Source:** Unknown  
**Published:** July 2, 2026  
**Original:** https://www.reddit.com/r/singularity/comments/1ulox19/is_one_layer_enough_training_a_single_transformer/  

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*HTML version: https://stuffthatspins.com/spin/is-one-layer-enough-training-a-single-transformer-layer-can-match-full-parameter-rl-training*
