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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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LoRA & DoRA: The Math, Memory, and Trade-offs

LoRA & DoRA: The Math, Memory, and Trade-offs

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8 min read
nn.Module Explained: The Same Model Built with Raw Tensors and with nn.Module

nn.Module Explained: The Same Model Built with Raw Tensors and with nn.Module

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8 min read
RL 4: Early heuristics and the birth of Temporal Difference learning (1959–1968)

RL 4: Early heuristics and the birth of Temporal Difference learning (1959–1968)

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15 min read
An Overview of Basic Gradient Descent Optimization Algorithms

An Overview of Basic Gradient Descent Optimization Algorithms

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6 min read
Kimi Linear: How Moonshot AI Built a Hybrid Attention Architecture That Beats Full Attention

Kimi Linear: How Moonshot AI Built a Hybrid Attention Architecture That Beats Full Attention

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5 min read
From Deep Learning Model to a Deployed Potato Disease Classifier 🥔

From Deep Learning Model to a Deployed Potato Disease Classifier 🥔

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5 min read
How Multi-Agent AI Discovered a New Enzyme System in Phage DNA

How Multi-Agent AI Discovered a New Enzyme System in Phage DNA

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4 min read
Recognizing ASL Letters with CNN and Ensemble Learning

Recognizing ASL Letters with CNN and Ensemble Learning

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3 min read
25 LLM architecture blocks, side by side, in runnable PyTorch

25 LLM architecture blocks, side by side, in runnable PyTorch

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8 min read
Prompt Engineering for Cinematic Video: How to Control Camera Trajectory and Subject Consistency Across Video Models

Prompt Engineering for Cinematic Video: How to Control Camera Trajectory and Subject Consistency Across Video Models

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4 min read
Fine-tuning was the easy part: what shipping ASR for a low-resource language taught me

Fine-tuning was the easy part: what shipping ASR for a low-resource language taught me

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11 min read
Shadow EMA: model rationale and architecture

Shadow EMA: model rationale and architecture

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7 min read
Inside MoE Architectures: Router Dynamics, Sparse Gating, and Load Balancing at Scale

Inside MoE Architectures: Router Dynamics, Sparse Gating, and Load Balancing at Scale

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4 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
Where Does 'Meaning' Come From in a Transformer?

Where Does 'Meaning' Come From in a Transformer?

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8 min read
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