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  1. Home
  2. /Repositories
  3. /grisuno/TopoGPT2
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repoGitLabTrust 82 · PrimaryPublished 1mo agoLive · 1mo ago

grisuno/TopoGPT2

A 25M-parameter Transformer implementation designed to study language acquisition as a condensed matter phenomenon. Unlike traditional LLMs, TopoGPT-2 is engineered to reach a Topological Insulator state a phase where grammatical and logical invariants are protected by a spectral gap. Using the Tiny Stories corpus

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Paper → model → repo connections mined from source citations (Tier-1 exact match).

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Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.

  • PossiblePossibly related (embedding) · 47%Transformer →
  • PossiblePossibly related (embedding) · 46%MemDefrag: Latent Memory Defragmentation for Large Language Models →

Related to

glossary_termTransformer

Implements

paperMemDefrag: Latent Memory Defragmentation for Large Language Models

Related across the graph

glossary_termTransformerpaperMemDefrag: Latent Memory Defragmentation for Large Language Models
Knowledge path·GTransformer→PMemDefrag: Latent Memory Defragmentation for Large Language Models→Rgrisuno/TopoGPT2

Topics

gitlabopen-source

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Graph trust82Primary