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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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Caching Strategies for LLM Systems – Part 4: Grouped-Query Attention for Scalable, Efficient Transformers

Caching Strategies for LLM Systems – Part 4: Grouped-Query Attention for Scalable, Efficient Transformers

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3 min read
CUDA Graphs in LLM Inference: Deep Dive

CUDA Graphs in LLM Inference: Deep Dive

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10 min read
I made an AI that detects landmines

I made an AI that detects landmines

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6 min read
Will GBMs Still Dominate Tabular Data for the Next Decade?

Will GBMs Still Dominate Tabular Data for the Next Decade?

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3 min read
Generating SEM Images from Segmentation Masks

Generating SEM Images from Segmentation Masks

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4 min read
Knowledge Distillation in Machine Learning: Making AI Models Smaller and Faster

Knowledge Distillation in Machine Learning: Making AI Models Smaller and Faster

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4 min read
Low-Rank Matrix Factorization: Shrinking LLMs Without Breaking Their Brain

Low-Rank Matrix Factorization: Shrinking LLMs Without Breaking Their Brain

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2 min read
"Knowledge Distillation: How to Make Tiny AI Models as Smart as Giant Ones"

"Knowledge Distillation: How to Make Tiny AI Models as Smart as Giant Ones"

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3 min read
Knowledge Distillation in Machine Learning: Making AI Models Smaller and Faster

Knowledge Distillation in Machine Learning: Making AI Models Smaller and Faster

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3 min read
Pruning in Deep Learning: Structured vs Unstructured

Pruning in Deep Learning: Structured vs Unstructured

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3 min read
Shrinking Numbers, Not Power: Understanding Quantization in Large Language Models

Shrinking Numbers, Not Power: Understanding Quantization in Large Language Models

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3 min read
Whispering Giants: How Knowledge Distillation Shrinks LLMs Without Losing Their Brilliance

Whispering Giants: How Knowledge Distillation Shrinks LLMs Without Losing Their Brilliance

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3 min read
Pruning in Deep Learning: Structured vs Unstructured

Pruning in Deep Learning: Structured vs Unstructured

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3 min read
Audio Segmentation with YAMNet: Detecting Speech, Music, and Silence

Audio Segmentation with YAMNet: Detecting Speech, Music, and Silence

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6 min read
GANs Explained Simply: The Two-Neural-Network Battle That Changed AI

GANs Explained Simply: The Two-Neural-Network Battle That Changed AI

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2 min read
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