Token Embeddings Violate the Manifold Hypothesis(arxiv.org)3 points·by lukeplato·8 месяцев назад·1 commentsarxiv.orgToken Embeddings Violate the Manifold Hypothesishttps://arxiv.org/abs/2504.010021 commentsPost comment[–]verdverm·8 месяцев назадreplyIf this interests you, https://bsky.app/profile/jefferyharrell.bsky.social has been making some super cool visualizations of Qwen3's internal representationsOne thing discovered was that 800+ tokens converged to a single point in the 2500+ dimensional unembedding spaceSome examples:https://bsky.app/profile/jefferyharrell.bsky.social/post/3m4...https://bsky.app/profile/jefferyharrell.bsky.social/post/3m5...
One thing discovered was that 800+ tokens converged to a single point in the 2500+ dimensional unembedding space
Some examples:
https://bsky.app/profile/jefferyharrell.bsky.social/post/3m4...
https://bsky.app/profile/jefferyharrell.bsky.social/post/3m5...