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

#machinelearning #ai #beginners #datascience
1
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4 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
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
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
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
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
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
Executable Code Actions Elicit Better LLM Agents
aimodels-fyi profile

Executable Code Actions Elicit Better LLM Agents

#machinelearning #ai #beginners #datascience
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4 min read
Metaheuristics and Large Language Models Join Forces: Towards an Integrated Optimization Approach
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Metaheuristics and Large Language Models Join Forces: Towards an Integrated Optimization Approach

#machinelearning #ai #beginners #datascience
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5 min read
Privacy-Aware Visual Language Models
aimodels-fyi profile

Privacy-Aware Visual 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
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
Evaluating AI-generated code for C++, Fortran, Go, Java, Julia, Matlab, Python, R, and Rust
aimodels-fyi profile

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
Simplifying Transformer Blocks
aimodels-fyi profile

Simplifying Transformer Blocks

#machinelearning #ai #beginners #datascience
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4 min read
NPGA: Neural Parametric Gaussian Avatars
aimodels-fyi profile

NPGA: Neural Parametric Gaussian Avatars

#machinelearning #ai #beginners #datascience
2
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3 min read
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