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GPT-2 Small’s embedding geometry around “Trump”: discretized vs. continuous nearest neighbours [P]

Via r/MachineLearning
Saturday, Jul 18, 2026 · 9:29PM
Summary

This visualization looks at the token “Trump” in GPT-2 Small’s static embedding table, before attention or context is applied. The top plot is a t-SNE projection of 32,070 alphabetic tokens with at least two characters. The two graphs below compare Trump’s nearest neighbours under two representation

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