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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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GRPO keeps winning the RL-vs-data argument, and LoRA gets a mechanistic audit

GRPO keeps winning the RL-vs-data argument, and LoRA gets a mechanistic audit

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7 min read
Graph Neural Networks: Why Message Passing Works - and Where It Breaks

Graph Neural Networks: Why Message Passing Works - and Where It Breaks

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9 min read
How much does an adapter forget?

How much does an adapter forget?

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5 min read
What is GRPO, and how do you run GRPO training on GPUs?

What is GRPO, and how do you run GRPO training on GPUs?

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9 min read
I Built EveryO to Understand How Neural Networks Actually Work

I Built EveryO to Understand How Neural Networks Actually Work

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8 min read
Large Language Model- Models worth considering to improve our project.

Large Language Model- Models worth considering to improve our project.

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3 min read
Learning Vision-Language Models (VLMs): My First Steps

Learning Vision-Language Models (VLMs): My First Steps

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6 min read
Spectral Bias: Why Neural Networks Learn Low Frequencies First

Spectral Bias: Why Neural Networks Learn Low Frequencies First

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7 min read
Natural Gradients: Why Steepest Descent Depends on the Geometry You Choose

Natural Gradients: Why Steepest Descent Depends on the Geometry You Choose

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8 min read
Houdini ML Volume Upres for Pyro: Pretrained Models and a Real Training Run

Houdini ML Volume Upres for Pyro: Pretrained Models and a Real Training Run

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7 min read
The Information Bottleneck: Why the Best Representations Forget Most of What They See

The Information Bottleneck: Why the Best Representations Forget Most of What They See

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8 min read
TensorRT INT8 vs FP16 on RF-DETR, Measured on an RTX 5090

TensorRT INT8 vs FP16 on RF-DETR, Measured on an RTX 5090

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9 min read
MOSS-Image Publishes 5B DiT Weights and Layout JSON Workflow

MOSS-Image Publishes 5B DiT Weights and Layout JSON Workflow

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3 min read
Machine Learning VS Deep Learning: What’s the Difference?

Machine Learning VS Deep Learning: What’s the Difference?

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8 min read
RL 8: Q-Learning, Model-Free Breakthroughs, and the Off-Policy Meta (1988–1994)

RL 8: Q-Learning, Model-Free Breakthroughs, and the Off-Policy Meta (1988–1994)

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13 min read
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