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Deep Learning

This tag is for discussing, sharing articles, and asking questions primarily on deep learning - a subfield of machine learning.

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Model Soups: Why Averaging Fine-Tuned Weights Beats Picking the Best One
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Model Soups: Why Averaging Fine-Tuned Weights Beats Picking the Best One

#machinelearning #datascience #ai #deeplearning
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7 min read
Overfitting in practice: our rule that simple wins ties
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Overfitting in practice: our rule that simple wins ties

#machinelearning #datascience #deeplearning #statistics
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2 min read
Weight Decay 0.05: Catastrophe in Adam, Optimum in AdamW
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Weight Decay 0.05: Catastrophe in Adam, Optimum in AdamW

#pytorch #machinelearning #deeplearning #hyperparameters
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4 min read
LLMs Are Rewriting Their Own Neural Weights
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LLMs Are Rewriting Their Own Neural Weights

#ai #llm #machinelearning #deeplearning
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8 min read
DeepSeek's Creator Mode Turns Plain English Into Working Harness Plugins — Explained Honestly
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DeepSeek's Creator Mode Turns Plain English Into Working Harness Plugins — Explained Honestly

#ai #deeplearning #opensource #developers
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5 min read
The Architecture of Generation: Understanding Diffusion Transformers (DiTs)
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The Architecture of Generation: Understanding Diffusion Transformers (DiTs)

#ai #computervision #machinelearning #deeplearning
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2 min read
What if every dial had its own step size?
syedabdulhanan profile

What if every dial had its own step size?

#ai #machinelearning #deeplearning #beginners
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4 min read
Why slow down near the finish line?
syedabdulhanan profile

Why slow down near the finish line?

#ai #machinelearning #deeplearning #beginners
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5 min read
Platonic Representation Hypothesis becomes a theorem for JEPAs in new arXiv paper
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Platonic Representation Hypothesis becomes a theorem for JEPAs in new arXiv paper

#ai #deeplearning #machinelearning
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3 min read
Proximal Methods: Why Splitting a Nonsmooth Problem Beats Solving It Directly
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Proximal Methods: Why Splitting a Nonsmooth Problem Beats Solving It Directly

#machinelearning #datascience #ai #deeplearning
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7 min read
DeepSeek Super-agent: A Proactive Open-Source Coding Agent Prototype — What It Actually Is, and What It Is Not Yet
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DeepSeek Super-agent: A Proactive Open-Source Coding Agent Prototype — What It Actually Is, and What It Is Not Yet

#ai #deeplearning #opensource #developers
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3 min read
Distributional Reinforcement Learning: Why Predicting a Distribution Beats Predicting a Mean
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Distributional Reinforcement Learning: Why Predicting a Distribution Beats Predicting a Mean

#machinelearning #datascience #ai #deeplearning
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10 min read
How does a rolling ball skip small bumps?
syedabdulhanan profile

How does a rolling ball skip small bumps?

#ai #machinelearning #deeplearning #beginners
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5 min read
How do you find a valley blindfolded?
syedabdulhanan profile

How do you find a valley blindfolded?

#ai #machinelearning #deeplearning #beginners
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5 min read
Why train on a few examples at a time?
syedabdulhanan profile

Why train on a few examples at a time?

#ai #machinelearning #deeplearning #beginners
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5 min read
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