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Data Science allows us to extract meaning from and interpret data.

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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
There and Back Again: The AI Alignment Paradox

There and Back Again: The AI Alignment Paradox

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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
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
Executable Code Actions Elicit Better LLM Agents

Executable Code Actions Elicit Better LLM Agents

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4 min read
ToonCrafter: Generative Cartoon Interpolation

ToonCrafter: Generative Cartoon Interpolation

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4 min read
Privacy-Aware Visual Language Models

Privacy-Aware Visual Language Models

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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
Text clustering with LLM embeddings

Text clustering with LLM embeddings

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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
LLMs achieve adult human performance on higher-order theory of mind tasks

LLMs achieve adult human performance on higher-order theory of mind tasks

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4 min read
Easy Problems That LLMs Get Wrong

Easy Problems That LLMs Get Wrong

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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
The Road Less Scheduled

The Road Less Scheduled

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4 min read
Arrows of Time for Large Language Models

Arrows of Time for Large Language Models

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5 min read
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