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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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Text clustering with LLM embeddings
aimodels-fyi profile

Text clustering with LLM embeddings

#machinelearning #ai #beginners #datascience
24
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4 min read
Rotational Equilibrium: How Weight Decay Balances Learning Across Neural Networks
aimodels-fyi profile

Rotational Equilibrium: How Weight Decay Balances Learning Across Neural Networks

#machinelearning #ai #beginners #datascience
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5 min read
Training-Free Long-Context Scaling of Large Language Models
aimodels-fyi profile

Training-Free Long-Context Scaling of Large Language Models

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

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

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

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

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

Grokfast: Accelerated Grokking by Amplifying Slow Gradients

#machinelearning #ai #beginners #datascience
1
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4 min read
Easy Problems That LLMs Get Wrong
aimodels-fyi profile

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
aimodels-fyi profile

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
aimodels-fyi profile

There and Back Again: The AI Alignment Paradox

#machinelearning #ai #beginners #datascience
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4 min read
Large Language Models Can Self-Improve At Web Agent Tasks
aimodels-fyi profile

Large Language Models Can Self-Improve At Web Agent Tasks

#machinelearning #ai #beginners #datascience
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4 min read
SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering
aimodels-fyi profile

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

#machinelearning #ai #beginners #datascience
1
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4 min read
ToonCrafter: Generative Cartoon Interpolation
aimodels-fyi profile

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
aimodels-fyi profile

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

#machinelearning #ai #beginners #datascience
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5 min read
Metaheuristics and Large Language Models Join Forces: Towards an Integrated Optimization Approach
aimodels-fyi profile

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

#machinelearning #ai #beginners #datascience
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5 min read
LLaMA Pro: Progressive LLaMA with Block Expansion
aimodels-fyi profile

LLaMA Pro: Progressive LLaMA with Block Expansion

#machinelearning #ai #beginners #datascience
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5 min read
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