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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
Grokfast: Accelerated Grokking by Amplifying Slow Gradients

Grokfast: Accelerated Grokking by Amplifying Slow Gradients

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4 min read
Lifting State 🏋🏻‍♀️

Lifting State 🏋🏻‍♀️

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2 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
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
Training-Free Long-Context Scaling of Large Language Models

Training-Free Long-Context Scaling of Large Language Models

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4 min read
Sparse maximal update parameterization: A holistic approach to sparse training dynamics

Sparse maximal update parameterization: A holistic approach to sparse training dynamics

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5 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
gzip Predicts Data-dependent Scaling Laws

gzip Predicts Data-dependent Scaling Laws

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5 min read
NPGA: Neural Parametric Gaussian Avatars

NPGA: Neural Parametric Gaussian Avatars

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3 min read
Look Once to Hear: Target Speech Hearing with Noisy Examples

Look Once to Hear: Target Speech Hearing with Noisy Examples

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5 min read
MoEUT: Mixture-of-Experts Universal Transformers

MoEUT: Mixture-of-Experts Universal Transformers

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3 min read
Arrows of Time for Large Language Models

Arrows of Time for Large Language Models

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5 min read
Valid Parentheses | LeetCode | Java

Valid Parentheses | LeetCode | Java

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The rising costs of training frontier AI models

The rising costs of training frontier AI models

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5 min read
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