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29:47
Grokking: Generalization beyond Overfitting on small algorithmic datasets (Paper Explained)
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Oct 6, 2021
YouTube
Yannic Kilcher
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Grokking: When Neural Networks Suddenly "Get It" | Deep Learning Explained
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3 weeks ago
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1 month ago
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Finally: Grokking Solved - It's Not What You Think
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"Grokking" grokking: How a machine learning truly "understands" patterns
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Dec 19, 2024
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Grokking, Generalization Collapse, and Dynamics of Training Deep Neural Nets [Charles Martin] - 734
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Jun 5, 2025
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The TWIML AI Podcast with Sam Charrington
1:15
AI • Machine Learning • Tech on Instagram: "Grokking in large language models (LLMs) refers to a phase where a model obtains a deep, general understanding of a task after extended training. Before grokking, a model may perform well on training examples but fail to generalize; after grokking, it starts solving new cases correctly with more training data. In LLMs, signs of real understanding include stable performance on out-of-distribution data, consistent reasoning across varied prompts, and rob
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5 months ago
Instagram
aibutsimple
0:15
Grokking the System Design Interview - Learn system design
10.7K views
3 months ago
YouTube
Arslan Ahmad
1:03
Code.hub on Instagram: "Grokking 🧠 in AI is the moment when a model stops memorizing patterns and truly starts understanding them. . Early in training 📉, loss drops fast because the model fits surface-level data without real generalization. . Inside the network ⚙️, activations look messy — showing the model hasn’t formed structured knowledge yet. . After long training ⏳, representations suddenly reorganize and test accuracy jumps sharply. . This delayed breakthrough 🚀 is called grokking — whe
20.4K views
4 months ago
Instagram
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