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README.md
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🔤 bvv241-max: Cross-Model Unicode Tokenizer with Shared Token Space (vocab_size=131072, n_embed=1024)
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🧠 Overview
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Constructed by matching common tokens across multiple SoTA tokenizer vocabularies:
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o200k_base, cl100k, Mistral Nemo, Qwen3, QwQ, DeepSeek-R1
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We found ≈19,000 common text tokens, reindexed as a universal Unicode-aligned vocabulary in a vocab_size=131072 space.
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Combined with Unicode monograms.
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🧊 Embedding Matrix
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Precomputed frozen embeddings: 131072 x 1024
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Delivered in tensor normalized_embeddings_weights.pt
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💡 Use Cases
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Multilingual base modeling
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Joint-instruction alignment models
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Shared embedding space for MoE architectures
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