- Neel Nanda comments on A Universal Emergent Decomposition of ...🔍
- A Universal Emergent Decomposition of Retrieval Tasks in ...🔍
- Neel Nanda on mechanistic interpretability🔍
- Universal Response and Emergence of Induction in LLMs🔍
- A Comprehensive Mechanistic Interpretability Explainer & Glossary🔍
- Mechanistic Interpretability🔍
- An Extremely Opinionated Annotated List of My Favourite ...🔍
- cooperleong00/Awesome|LLM|Interpretability🔍
Neel Nanda comments on A Universal Emergent Decomposition of ...
Neel Nanda comments on A Universal Emergent Decomposition of ...
Neel Nanda comments on A Universal Emergent Decomposition of Retrieval Tasks in Language Models · Neel Nanda12/19/2023, 3:29 PM. 5 points. 0. Cool work! I'm ...
A Universal Emergent Decomposition of Retrieval Tasks in ...
Check out the paper for a detailed discussion of this; we'd be happy to answer questions in the comments about this section too! ... [-]Neel Nanda ...
A Universal Emergent Decomposition of Retrieval Tasks in ... - arXiv
The alignment problem from a deep learning perspective, 2023. Olsson et al. [2022] ↑ Catherine Olsson, Nelson Elhage, Neel Nanda, Nicholas ...
Neel Nanda on mechanistic interpretability - The Inside View
Neel: Trying to engage with the question, I kind of feel a lot of my research style is dominated by this deep seated conviction that models are ...
Universal Response and Emergence of Induction in LLMs - arXiv
[2023] ↑ Neel Nanda, Lawrence Chan, Tom Lieberum, Jess Smith, and Jacob Steinhardt. Progress measures for grokking via mechanistic ...
19 - Mechanistic Interpretability with Neel Nanda | AXRP
In this episode, Neel Nanda talks about the sub-field of mechanistic interpretability research, as well as papers he's contributed to that explore the basics ...
A Comprehensive Mechanistic Interpretability Explainer & Glossary
... and Induction Heads (w/ Charles Frye) Part 1 of 2. Neel Nanda. Blog About · Subscribe to hear about new posts (RSS)! Give feedback here!
Mechanistic Interpretability - NEEL NANDA (DeepMind) - YouTube
... emergent phenomena. * Causal interventions can isolate model ... comments! Neel Nanda: https://www.neelnanda.io/ https://www.youtube ...
An Extremely Opinionated Annotated List of My Favourite ...
Emergent World Representations (Kenneth Li et al) Given the ... Progress Measures for Grokking via Mechanistic Interpretability (Neel Nanda ...
Sparse autoencoders (SAEs) are a popular method for decomposing the internal activations of trained transformers into sparse, interpretable features.
cooperleong00/Awesome-LLM-Interpretability - GitHub
Look Before You Leap: A Universal Emergent Decomposition of Retrieval Tasks in Language Models [arxiv 2312]; RAVEL: Evaluating Interpretability Methods on ...
Actually, Othello-GPT Has A Linear Emergent World Representation
The original paper seemed at first like significant evidence for a non-linear representation - the finding of a linear representation hiding ...
Mechanistic Interpretability for AI Safety — A Review - GitHub Pages
Neel Nanda's Blog. Zoom In: An ... Look Before You Leap: A Universal Emergent Decomposition of Retrieval Tasks in Language Models [PDF]
Towards Best Practices of Activation Patching in Language Models
Fred Zhang, Neel Nanda. 2023 ... Look Before You Leap: A Universal Emergent Decomposition of Retrieval Tasks in Language Models.
Against Almost Every Theory of Impact of Interpretability
When I started this post, I began by critiquing the article A Long List of Theories of Impact for Interpretability, from Neel Nanda, but I later ...
In-context Learning and Induction Heads - Transformer Circuits Thread
The primary way in which we obtain this evidence is via discovery and study of a phase change that occurs early in training for language models ...
Neel Nanda - Google Scholar
Emergent Linear Representations in World Models of Self-Supervised Sequence Models ... Universal Neurons in GPT2 Language Models. W Gurnee, T Horsley, ZC Guo, TR ...
The Remarkable Robustness of LLMs: Stages of Inference?
Universal neurons in gpt2 language models. arXiv preprint. arXiv:2401.12181, 2024. [31] Wes Gurnee, Neel Nanda, Matthew Pauly, Kather- ine Harvey ...
Gary Darmstadt - Stanford Profiles
Gary L. Darmstadt, MD, MS, is Associate Dean for Maternal and Child Health, and Professor of Neonatal and Developmental Medicine in the Department of Pediatrics
Publications from Research Conducted at NOMAD
Szymanski N.J., Lun Z., Liu J., Self E.C., Bartel C.J., Nanda J., Ouyang B ... Decomposition", Journal of Physical Chemistry C, 126, 17923-17934 (2022) ...