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Artificial Intelligence

Artificial intelligence leverages computers and machines to mimic the problem-solving and decision-making capabilities found in humans and in nature.

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Formalizing and Benchmarking Prompt Injection Attacks and Defenses
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Formalizing and Benchmarking Prompt Injection Attacks and Defenses

#machinelearning #ai #beginners #datascience
2
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4 min read
Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models
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Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models

#machinelearning #ai #beginners #datascience
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4 min read
LLMs achieve adult human performance on higher-order theory of mind tasks
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LLMs achieve adult human performance on higher-order theory of mind tasks

#machinelearning #ai #beginners #datascience
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4 min read
Easy Problems That LLMs Get Wrong
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Easy Problems That LLMs Get Wrong

#machinelearning #ai #beginners #datascience
6
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4 min read
Executable Code Actions Elicit Better LLM Agents
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Executable Code Actions Elicit Better LLM Agents

#machinelearning #ai #beginners #datascience
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4 min read
LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning
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LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning

#machinelearning #ai #beginners #datascience
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4 min read
Rotational Equilibrium: How Weight Decay Balances Learning Across Neural Networks
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Rotational Equilibrium: How Weight Decay Balances Learning Across Neural Networks

#machinelearning #ai #beginners #datascience
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5 min read
Text clustering with LLM embeddings
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Text clustering with LLM embeddings

#machinelearning #ai #beginners #datascience
24
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4 min read
BadLlama: cheaply removing safety fine-tuning from Llama 2-Chat 13B
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BadLlama: cheaply removing safety fine-tuning from Llama 2-Chat 13B

#machinelearning #ai #beginners #datascience
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4 min read
LLaMA Pro: Progressive LLaMA with Block Expansion
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LLaMA Pro: Progressive LLaMA with Block Expansion

#machinelearning #ai #beginners #datascience
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5 min read
There and Back Again: The AI Alignment Paradox
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There and Back Again: The AI Alignment Paradox

#machinelearning #ai #beginners #datascience
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4 min read
ToonCrafter: Generative Cartoon Interpolation
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ToonCrafter: Generative Cartoon Interpolation

#machinelearning #ai #beginners #datascience
3
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4 min read
Compressed-Language Models for Understanding Compressed File Formats: a JPEG Exploration
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Compressed-Language Models for Understanding Compressed File Formats: a JPEG Exploration

#machinelearning #ai #beginners #datascience
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5 min read
Grokfast: Accelerated Grokking by Amplifying Slow Gradients
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Grokfast: Accelerated Grokking by Amplifying Slow Gradients

#machinelearning #ai #beginners #datascience
1
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4 min read
Sparse maximal update parameterization: A holistic approach to sparse training dynamics
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Sparse maximal update parameterization: A holistic approach to sparse training dynamics

#machinelearning #ai #beginners #datascience
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5 min read
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