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Data Science

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

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Jun 4 '24

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

#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

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

Jun 4 '24

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

#machinelearning #ai #beginners #datascience

5 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 Executable Code Actions Elicit Better LLM Agents

Jun 4 '24

Executable Code Actions Elicit Better LLM Agents

#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 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

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

#machinelearning #ai #beginners #datascience

4 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

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

Cover image for The Road Less Scheduled

Jun 4 '24

The Road Less Scheduled

#machinelearning #ai #beginners #datascience

4 min read

Cover image for You Need to Pay Better Attention: Rethinking the Mathematics of Attention Mechanism

Jun 4 '24

You Need to Pay Better Attention: Rethinking the Mathematics of Attention Mechanism

#machinelearning #ai #beginners #datascience

4 min read

Jun 4 '24

Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models

#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 gzip Predicts Data-dependent Scaling Laws

Jun 4 '24

gzip Predicts Data-dependent Scaling Laws

#machinelearning #ai #beginners #datascience

5 min read

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