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  • Tokyo, Japan

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  1. parallel-constrained-decoding parallel-constrained-decoding Public

    Fill a closed JSON schema in one batched forward pass instead of token-by-token. From-scratch reconstruction of the decoding trick likely behind TypeSafe's Jev: 28 fields in 4 passes vs 274, schema…

    Jupyter Notebook

  2. mrl-quant-ja mrl-quant-ja Public

    EmbeddingGemma 2 on Japanese retrieval (JQaRA): 64 bytes per vector at 98% of full quality via 512-dim binary search + int8 rescoring. Reproducible grid of dims × precision, BM25/EG1 baselines, CPU…

    Python