✳flâneur — a map of the web's best reading
A Mechanistic Interpretability Analysis of Grokking - LessWrong
lesswrong.com · 5,862 words · saved by 1 readers
A significantly updated version of this work is now on Arxiv …
x A Mechanistic Interpretability Analysis of Grokking — LessWrong Best of LessWrong 2022 Interpretability (ML & AI) Lottery Ticket Hypothesis Machine Learning (ML) Grokking (ML) AI Curated 378 A Mechanistic Interpretability Analysis of Grokking by Neel Nanda , Tom Lieberum 15th Aug 2022 AI Alignment Forum Linkpost for colab.research.google.com 43 min read 48 378 Ω 106 A significantly updated version of this work is now on Arxiv and was published as a spotlight paper at ICLR 2023 aka, how the best way to do modular addition is with Discrete Fourier Transforms and trig identities If you don't wa
Explore this link on the map →related reading
- A Mechanistic Interpretability Analysis of Grokking — AI Alignment Forumalignmentforum.org
- Do Machine Learning Models Memorize or Generalize?pair.withgoogle.com
- [2301.05217] Progress measures for grokking via mechanistic interpretabilityarxiv.org
- Clare Lyle | What's grokking good for?clarelyle.com
- [2301.05217] Progress measures for grokking via mechanistic interpretabilityarxiv.org
- Transformer Circuits Threadtransformer-circuits.pub
- Zipfian grokking | Jasper Gilleyjagilley.github.io
- A Mathematical Framework for Transformer Circuitstransformer-circuits.pub
- In-context Learning and Induction Headstransformer-circuits.pub
- Grokking (machine learning) - Wikipediaen.wikipedia.org
- Circuit Tracing: Revealing Computational Graphs in Language Modelstransformer-circuits.pub
- On neural scaling and the quanta hypothesisericjmichaud.com