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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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From Attention to 3-Bit Caches: How LLMs Learned to Remember Less (MHA, GQA, MLA, MoE, Quantisation Explained)
amananandrai profile

From Attention to 3-Bit Caches: How LLMs Learned to Remember Less (MHA, GQA, MLA, MoE, Quantisation Explained)

#ai #llm #machinelearning #deeplearning
6
Comments
22 min read
Oracle and DeepLearning.AI Launch New Agent Memory Course for AI Developers
anya_summers_a5881a3d01ce profile

Oracle and DeepLearning.AI Launch New Agent Memory Course for AI Developers

#ai #deeplearning #agentskills #oracle
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25 min read
From Lab to Code #4: Exploring Neural Network Efficiency with Python and PyTorch
ertugrulmutlu profile

From Lab to Code #4: Exploring Neural Network Efficiency with Python and PyTorch

#python #machinelearning #deeplearning #pytorch
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12 min read
Batch normalization, visually: the reset that keeps deep networks steady
syedabdulhanan profile

Batch normalization, visually: the reset that keeps deep networks steady

#deeplearning #machinelearning #pytorch #ai
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5 min read
The Shift to Test-Time Compute: Why AI is Learning to "Think" Before it Speaks
malvintnw profile

The Shift to Test-Time Compute: Why AI is Learning to "Think" Before it Speaks

#ai #machinelearning #deeplearning #technologytrends
Comments
3 min read
Deep Learning vs Machine Learning: Which Does Your Project Actually Need?
yamankavishwar profile

Deep Learning vs Machine Learning: Which Does Your Project Actually Need?

#machinelearning #deeplearning #ai #datascience
Comments
4 min read
Weight-Space Programming: When LLMs Learn to Read and Rewrite Neural Network Weights
prabhakar_chaudhary_7afe4 profile

Weight-Space Programming: When LLMs Learn to Read and Rewrite Neural Network Weights

#ai #machinelearning #deeplearning #llm
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5 min read
How to Test the Best Image Annotation Service Providers
alexander_markow profile

How to Test the Best Image Annotation Service Providers

#ai #deeplearning #machinelearning
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7 min read
Beyond Static Layers: The Architecture of Mixture-of-Depths (MoD)
malvintnw profile

Beyond Static Layers: The Architecture of Mixture-of-Depths (MoD)

#ai #machinelearning #deeplearning #technologytrends
Comments
3 min read
BudgetMix RL: What Multi-Turn Reinforcement Learning Really Improves in LLM Agents
prabhakar_chaudhary_7afe4 profile

BudgetMix RL: What Multi-Turn Reinforcement Learning Really Improves in LLM Agents

#ai #machinelearning #llm #deeplearning
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4 min read
Research Synthesis: Inside the Architectures of Open-Source LLMs: Attention, MoE, Hybrid Layers and Quantization
sharathjapa profile

Research Synthesis: Inside the Architectures of Open-Source LLMs: Attention, MoE, Hybrid Layers and Quantization

#ai #research #deeplearning #knowledgegraphs
Comments
2 min read
Warmup Did Nothing for My Learning Rate — Then It Fully Rescued the Wrong One
b1ackjack12 profile

Warmup Did Nothing for My Learning Rate — Then It Fully Rescued the Wrong One

#pytorch #machinelearning #deeplearning #hyperparameters
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4 min read
My Gradient Clipping Was Never Clipping. It Was Secretly Multiplying My Weight Decay
b1ackjack12 profile

My Gradient Clipping Was Never Clipping. It Was Secretly Multiplying My Weight Decay

#pytorch #machinelearning #deeplearning #hyperparameters
Comments
4 min read
Own GPU vs rented GPU vs hosted API: a comparison you can redo in an afternoon
mujin profile
mujin

Own GPU vs rented GPU vs hosted API: a comparison you can redo in an afternoon

#ai #deeplearning #hardware #tools
Comments
3 min read
The Shift to Test-Time Compute: Why AI is Learning to "Think" Before it Speaks
malvintnw profile

The Shift to Test-Time Compute: Why AI is Learning to "Think" Before it Speaks

#ai #machinelearning #deeplearning #technologytrends
Comments
3 min read
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