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

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

Jun 4 '24

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

#machinelearning #ai #beginners #datascience

5 min read

Cover image for ToonCrafter: Generative Cartoon Interpolation

Jun 4 '24

ToonCrafter: Generative Cartoon Interpolation

#machinelearning #ai #beginners #datascience

4 min read

Cover image for Text clustering with LLM embeddings

Jun 4 '24

Text clustering with LLM embeddings

#machinelearning #ai #beginners #datascience

4 min read

Jun 4 '24

Rotational Equilibrium: How Weight Decay Balances Learning Across Neural Networks

#machinelearning #ai #beginners #datascience

5 min read

Cover image for Training-Free Long-Context Scaling of Large Language Models

Jun 4 '24

Training-Free Long-Context Scaling of Large Language Models

#machinelearning #ai #beginners #datascience

4 min read

Jun 4 '24

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

#machinelearning #ai #beginners #datascience

5 min read

Cover image for Grokfast: Accelerated Grokking by Amplifying Slow Gradients

Jun 4 '24

Grokfast: Accelerated Grokking by Amplifying Slow Gradients

#machinelearning #ai #beginners #datascience

4 min read

Jun 4 '24

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

#machinelearning #ai #beginners #datascience

4 min read

Cover image for Easy Problems That LLMs Get Wrong

Jun 4 '24

Easy Problems That LLMs Get Wrong

#machinelearning #ai #beginners #datascience

4 min read

Jun 4 '24

Large Language Models Can Self-Improve At Web Agent Tasks

#machinelearning #ai #beginners #datascience

4 min read

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

Jun 4 '24

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

#machinelearning #ai #beginners #datascience

4 min read

Jun 4 '24

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

#machinelearning #ai #beginners #datascience

4 min read

Cover image for NPGA: Neural Parametric Gaussian Avatars

Jun 4 '24

NPGA: Neural Parametric Gaussian Avatars

#machinelearning #ai #beginners #datascience

3 min read

Cover image for The rising costs of training frontier AI models

Jun 4 '24

The rising costs of training frontier AI models

#machinelearning #ai #beginners #datascience

5 min read

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

Jun 4 '24

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

#machinelearning #ai #beginners #datascience

4 min read

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