RMSNorm
AssessTechniques
A normalization method used in neural networks as an alternative to LayerNorm.
Why it's here
Placed in Assess: 1 article(s) of evidence from 1 source(s), led by research-stage coverage, with 0 in the last 30 days. Confidence 24%. Low accumulated evidence, so it defaults conservatively pending more signal.
Evidence (1)
- 8Hacker News·9/1/2026researchSmall Transformer Trained in 1.5 Hours Beats Many LLMs on ARC
The author reports training a small transformer from scratch in about 1.5 hours on a 5090 GPU and claims it matches or beats several larger models on ARC-style evaluation. The updated approach adds architectural and training changes such as SwiGLU, RMSNorm, fewer augmentations, and using ARC-2 non-overlapping tasks while filtering duplicates to avoid data leakage.