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 ... Friday 25 October 2024, noon (EDT) Toronto Data Workshop Jay Alammar, Cohere “Hands-On

Photo Gallery

Studying Large Language Model Generalization with Influence Functions

Large Language Models explained briefly

Studying Large Language Model Generalization with Influence Functions

How Large Language Models Work

Roger Grosse - Studying LLM Generalization through Influence Functions

[1hr Talk] Intro to Large Language Models

Ambroise Odonnat - Large Language Models as Markov Chains

Machine Learning Crash Course: Generalization

Roger Grosse - Studying LLM Generalization through Influence Functions

On Memorization of Large Language Models in Logical Reasoning

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

Sleeper Agents in Large Language Models - Computerphile

View Detailed Profile

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

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 ...

How Large Language Models Work

How Large Language Models Work

Learn

Roger Grosse - Studying LLM Generalization through Influence Functions

Roger Grosse - Studying LLM Generalization through Influence Functions

"

[1hr Talk] Intro to Large Language Models

[1hr Talk] Intro to Large Language Models

This is a 1 hour general-audience introduction to

Ambroise Odonnat - Large Language Models as Markov Chains

Ambroise Odonnat - Large Language Models as Markov Chains

Large language models

Machine Learning Crash Course: Generalization

Machine Learning Crash Course: Generalization

The quality of a machine

Roger Grosse - Studying LLM Generalization through Influence Functions

Roger Grosse - Studying LLM Generalization through Influence Functions

Roger Grosse - "

On Memorization of Large Language Models in Logical Reasoning

On Memorization of Large Language Models in Logical Reasoning

... Futures of

[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

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 ...

Jay Alammar - "Hands-On Large Language Models: Language Understanding and Generation"

Jay Alammar - "Hands-On Large Language Models: Language Understanding and Generation"

Friday 25 October 2024, noon (EDT) Toronto Data Workshop Jay Alammar, Cohere “Hands-On