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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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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 anĂłmala en los mercados con un Temporal Fusion Transformer

Detectar volatilidad anĂłmala 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
model.train() vs model.eval() vs torch.no_grad() in PyTorch: What Each One Changes

model.train() vs model.eval() vs torch.no_grad() in PyTorch: What Each One Changes

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10 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
Julia 1: A 144M-Parameter Decision Model Trained for $104

Julia 1: A 144M-Parameter Decision Model Trained for $104

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5 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
CUDA Cores vs Tensor Cores Explained

CUDA Cores vs Tensor Cores Explained

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2 min read
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