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tags: [zeromem, from-scratch, rag, extractive-qa]
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# ZeroMem pointer reader
About 34M parameters, trained from scratch on a laptop. Reads a question plus a chunk whose
sentences are tagged [A] [B] [C] ... and answers `<KNOW>[C]` or `<REFUSE>`, so it never
retypes (or invents) text. `best.pt` is a PyTorch checkpoint for the ZeroMem code (not a
transformers model); `tokenizer.json` is its byte-level BPE tokenizer.
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