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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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Recommender Systems in the Era of Large Language Models (LLMs)
aimodels-fyi profile

Recommender Systems in the Era of Large Language Models (LLMs)

#machinelearning #ai #beginners #datascience
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4 min read
Large Language Models as Optimizers
aimodels-fyi profile

Large Language Models as Optimizers

#machinelearning #ai #beginners #datascience
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4 min read
Tiny Titans: Can Smaller Large Language Models Punch Above Their Weight in the Real World for Meeting Summarization?
aimodels-fyi profile

Tiny Titans: Can Smaller Large Language Models Punch Above Their Weight in the Real World for Meeting Summarization?

#machinelearning #ai #beginners #datascience
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4 min read
Why do small language models underperform? Studying Language Model Saturation via the Softmax Bottleneck
aimodels-fyi profile

Why do small language models underperform? Studying Language Model Saturation via the Softmax Bottleneck

#machinelearning #ai #beginners #datascience
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4 min read
BooookScore: A systematic exploration of book-length summarization in the era of LLMs
aimodels-fyi profile

BooookScore: A systematic exploration of book-length summarization in the era of LLMs

#machinelearning #ai #beginners #datascience
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4 min read
The Curse of Recursion: Training on Generated Data Makes Models Forget
aimodels-fyi profile

The Curse of Recursion: Training on Generated Data Makes Models Forget

#machinelearning #ai #beginners #datascience
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4 min read
Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length
aimodels-fyi profile

Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length

#machinelearning #ai #beginners #datascience
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4 min read
Tied-Lora: Enhancing parameter efficiency of LoRA with weight tying
aimodels-fyi profile

Tied-Lora: Enhancing parameter efficiency of LoRA with weight tying

#machinelearning #ai #beginners #datascience
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4 min read
SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation
aimodels-fyi profile

SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation

#machinelearning #ai #beginners #datascience
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4 min read
Tools Every Data Scientist Should Know
shaheryaryousaf profile

Tools Every Data Scientist Should Know

#datascience #python #machinelearning #bigdata
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2 min read
CHOPS: CHat with custOmer Profile Systems for Customer Service with LLMs
aimodels-fyi profile

CHOPS: CHat with custOmer Profile Systems for Customer Service with LLMs

#machinelearning #ai #beginners #datascience
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3 min read
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models
aimodels-fyi profile

ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

#machinelearning #ai #beginners #datascience
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4 min read
TransformerFAM: Feedback attention is working memory
aimodels-fyi profile

TransformerFAM: Feedback attention is working memory

#machinelearning #ai #beginners #datascience
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4 min read
Beginner's Guide to Math's for Machine Learning
ngneha09 profile

Beginner's Guide to Math's for Machine Learning

#machinelearning #datascience #beginners #basic
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2 min read
Insights from the Leading EDJE Round Table Discussion on AI: Bridging the Gap Between Virtual and Physical Spaces
julieyakunich profile

Insights from the Leading EDJE Round Table Discussion on AI: Bridging the Gap Between Virtual and Physical Spaces

#ai #prompt #machinelearning #trainingdata
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3 min read
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