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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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There and Back Again: The AI Alignment Paradox

There and Back Again: The AI Alignment Paradox

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4 min read
BadLlama: cheaply removing safety fine-tuning from Llama 2-Chat 13B

BadLlama: cheaply removing safety fine-tuning from Llama 2-Chat 13B

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4 min read
Large Language Models Can Self-Improve At Web Agent Tasks

Large Language Models Can Self-Improve At Web Agent Tasks

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4 min read
SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering

SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering

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4 min read
ToonCrafter: Generative Cartoon Interpolation

ToonCrafter: Generative Cartoon Interpolation

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4 min read
Compressed-Language Models for Understanding Compressed File Formats: a JPEG Exploration

Compressed-Language Models for Understanding Compressed File Formats: a JPEG Exploration

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5 min read
Metaheuristics and Large Language Models Join Forces: Towards an Integrated Optimization Approach

Metaheuristics and Large Language Models Join Forces: Towards an Integrated Optimization Approach

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5 min read
LLaMA Pro: Progressive LLaMA with Block Expansion

LLaMA Pro: Progressive LLaMA with Block Expansion

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5 min read
Privacy-Aware Visual Language Models

Privacy-Aware Visual Language Models

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4 min read
LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning

LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning

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4 min read
Human vs. Machine: Behavioral Differences Between Expert Humans and Language Models in Wargame Simulations

Human vs. Machine: Behavioral Differences Between Expert Humans and Language Models in Wargame Simulations

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4 min read
The rising costs of training frontier AI models

The rising costs of training frontier AI models

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5 min read
Arrows of Time for Large Language Models

Arrows of Time for Large Language Models

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5 min read
The Road Less Scheduled

The Road Less Scheduled

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4 min read
Generate and Pray: Using SALLMS to Evaluate the Security of LLM Generated Code

Generate and Pray: Using SALLMS to Evaluate the Security of LLM Generated Code

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5 min read
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