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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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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
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
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
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
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
Large Language Models Can Self-Improve At Web Agent Tasks
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Large Language Models Can Self-Improve At Web Agent Tasks

#machinelearning #ai #beginners #datascience
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4 min read
Look Once to Hear: Target Speech Hearing with Noisy Examples
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Look Once to Hear: Target Speech Hearing with Noisy Examples

#machinelearning #ai #beginners #datascience
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5 min read
The rising costs of training frontier AI models
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The rising costs of training frontier AI models

#machinelearning #ai #beginners #datascience
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5 min read
Human vs. Machine: Behavioral Differences Between Expert Humans and Language Models in Wargame Simulations
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Human vs. Machine: Behavioral Differences Between Expert Humans and Language Models in Wargame Simulations

#machinelearning #ai #beginners #datascience
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4 min read
Evaluating AI-generated code for C++, Fortran, Go, Java, Julia, Matlab, Python, R, and Rust
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Evaluating AI-generated code for C++, Fortran, Go, Java, Julia, Matlab, Python, R, and Rust

#machinelearning #ai #beginners #datascience
1
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4 min read
You Need to Pay Better Attention: Rethinking the Mathematics of Attention Mechanism
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You Need to Pay Better Attention: Rethinking the Mathematics of Attention Mechanism

#machinelearning #ai #beginners #datascience
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4 min read
The Road Less Scheduled
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The Road Less Scheduled

#machinelearning #ai #beginners #datascience
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4 min read
Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models
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Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models

#machinelearning #ai #beginners #datascience
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4 min read
Simplifying Transformer Blocks
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Simplifying Transformer Blocks

#machinelearning #ai #beginners #datascience
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4 min read
gzip Predicts Data-dependent Scaling Laws
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gzip Predicts Data-dependent Scaling Laws

#machinelearning #ai #beginners #datascience
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5 min read
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