Studying Large Language Model Generalization

Media Summary: Abstract: When trying to gain better visibility into a machine A light intro to LLMs, chatbots, pretraining, and transformers. Dig deeper here: ... The paper introduces a method called Eigenvalue-corrected Kronecker-Factored Approximate Curvature (EK-FAC) to scale ...

Studying Large Language Model Generalization - Detailed Analysis & Overview

Abstract: When trying to gain better visibility into a machine A light intro to LLMs, chatbots, pretraining, and transformers. Dig deeper here: ... The paper introduces a method called Eigenvalue-corrected Kronecker-Factored Approximate Curvature (EK-FAC) to scale ... This is a 1 hour general-audience introduction to It's an older paper, but it checks out. Rob Miles discusses the problem of 'Sleeper Agents' - where LLMs could have hidden traits ... Talk given by Eran Malach to the Formal Languages and Neural Networks discord on June 10, 2024. Thank you, Eran! Please ...

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Studying Large Language Model Generalization with Influence Functions

How Large Language Models Work

Large Language Models explained briefly

Studying Large Language Model Generalization with Influence Functions

[short] The Impact of Depth and Width on Transformer Language Model Generalization

Roger Grosse - Studying LLM Generalization through Influence Functions

Large Language Models from scratch

[1hr Talk] Intro to Large Language Models

How Large Language Models Actually Work

Sleeper Agents in Large Language Models - Computerphile

Ambroise Odonnat - Large Language Models as Markov Chains

Roger Grosse - Studying LLM Generalization through Influence Functions

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Studying Large Language Model Generalization with Influence Functions

Studying Large Language Model Generalization with Influence Functions

Abstract: When trying to gain better visibility into a machine

How Large Language Models Work

How Large Language Models Work

Learn

Large Language Models explained briefly

Large Language Models explained briefly

A light intro to LLMs, chatbots, pretraining, and transformers. Dig deeper here: ...

Studying Large Language Model Generalization with Influence Functions

Studying Large Language Model Generalization with Influence Functions

The paper introduces a method called Eigenvalue-corrected Kronecker-Factored Approximate Curvature (EK-FAC) to scale ...

[short] The Impact of Depth and Width on Transformer Language Model Generalization

[short] The Impact of Depth and Width on Transformer Language Model Generalization

Deeper transformer

Roger Grosse - Studying LLM Generalization through Influence Functions

Roger Grosse - Studying LLM Generalization through Influence Functions

"

Large Language Models from scratch

Large Language Models from scratch

How do

[1hr Talk] Intro to Large Language Models

[1hr Talk] Intro to Large Language Models

This is a 1 hour general-audience introduction to

How Large Language Models Actually Work

How Large Language Models Actually Work

In this video, I explain how

Sleeper Agents in Large Language Models - Computerphile

Sleeper Agents in Large Language Models - Computerphile

It's an older paper, but it checks out. Rob Miles discusses the problem of 'Sleeper Agents' - where LLMs could have hidden traits ...

Ambroise Odonnat - Large Language Models as Markov Chains

Ambroise Odonnat - Large Language Models as Markov Chains

Large language models

Roger Grosse - Studying LLM Generalization through Influence Functions

Roger Grosse - Studying LLM Generalization through Influence Functions

Roger Grosse - "

Eran Malach: Universal Length Generalization with Turing Programs

Eran Malach: Universal Length Generalization with Turing Programs

Talk given by Eran Malach to the Formal Languages and Neural Networks discord on June 10, 2024. Thank you, Eran! Please ...