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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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Under the Hood of Transformer Mechanics, Attention Math, and Memory Bottlenecks

Under the Hood of Transformer Mechanics, Attention Math, and Memory Bottlenecks

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5 min read
# Beyond Transformers: A Mathematical Critique of Cross-Lingual Diffusion Architectures

# Beyond Transformers: A Mathematical Critique of Cross-Lingual Diffusion Architectures

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3 min read
Beyond Single Sensors: AI-Driven Multimodal Fusion for Smarter Grid Maintenance

Beyond Single Sensors: AI-Driven Multimodal Fusion for Smarter Grid Maintenance

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2 min read
Discriminative Fine-Tuning: Why Your Backbone and Your Head Shouldn't Learn at the Same Speed

Discriminative Fine-Tuning: Why Your Backbone and Your Head Shouldn't Learn at the Same Speed

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6 min read
Deep Generative Models: Four Ways to Make Complex Distributions Learnable

Deep Generative Models: Four Ways to Make Complex Distributions Learnable

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7 min read
Detectar volatilidad anómala en los mercados con un Temporal Fusion Transformer

Detectar volatilidad anómala en los mercados con un Temporal Fusion Transformer

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2 min read
From Data to Deployment: What an End-to-End Machine Learning Workflow Actually Looks Like

From Data to Deployment: What an End-to-End Machine Learning Workflow Actually Looks Like

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9 min read
Normalizing Constants: Turning Neural Network Scores into Probability Distributions

Normalizing Constants: Turning Neural Network Scores into Probability Distributions

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5 min read
You Probably Don't Need an LLM: ML vs Deep Learning vs Generative AI

You Probably Don't Need an LLM: ML vs Deep Learning vs Generative AI

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9 min read
OpenArch: PyTorch implementations of modern LLM architectures!

OpenArch: PyTorch implementations of modern LLM architectures!

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5 min read
Muon doesn't replace AdamW. Every Muon run still has AdamW in it.

Muon doesn't replace AdamW. Every Muon run still has AdamW in it.

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3 min read
Neural Networks Explained: From Inspiration to Implementation

Neural Networks Explained: From Inspiration to Implementation

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10 min read
Can Your Smartphone Detect Aggressive Driving? Building a ConvLSTM with Sensor Data

Can Your Smartphone Detect Aggressive Driving? Building a ConvLSTM with Sensor Data

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5 min read
Training a 3.8B LLM to 0.384 CORE for $998!

Training a 3.8B LLM to 0.384 CORE for $998!

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5 min read
Deep Learning and Transformers

Deep Learning and Transformers

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10 min read
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