Embedding Space
15 videos • 28 views • by Tunadorable
1
Do Transformers Travel Through an Embedding Vector Landscape? (Paper Breakdown)
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2
Hierarchical GPT Decoders for Token to Concept Prediction
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3
True ML Talks #20 |Analysing transformer dynamics as a mental model
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4
AI Activation Functions Magnify Infinite-Dimensional Space (Paper Breakdown)
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5
HypersphereLayer instead of LayerNorm
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6
Does the AI Loss landscape Have Fractal Crevices?
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7
Loss Landscapes DO Exhibit Fractal Dynamics (paper breakdown)
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8
Transformer Next-Concept Prediction: Better Than Next-Token Prediction???
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9
Embedding Vectors Inside Embedding Vectors (WITH CODE)
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10
Emergent vs Imposed Hierarchy in Nested GPT Embedding Vectors (WITH CODE)
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11
Hyperspherical Out-of-Distribution Generalization
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12
Is Cosine Similarity Really About Similarity?
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13
Hierarchical Concept Decoders - A Failed Attempt At Improving GPTs
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14
Geometry and Dynamics of LayerNorm
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15
Making some embedding vectors functions of each other
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