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character-level

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TapeLM: facts as fingerprints on character ink — not token-id memory, not chunk RAG. One frozen curve encoder for generation and structured slot memory (write, bind, hop, resolve). Noisy recall, lexicon calibration, one-shot edits, clean unlearning — vs fair GPT/RAG; reproducible JSON benchmarks.

  • Updated Jul 30, 2026
  • Python

A decoder-only GPT built from scratch in pure PyTorch — no nn.Transformer, no HuggingFace. Character-level, writes pseudo-Shakespeare in ~20 min on a laptop CPU. Streaming web playground, 31 tests, every design choice motivated inline.

  • Updated Jul 7, 2026
  • Python

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