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Non-uniform embedding-slot allocation across N-gram orders
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Evidence
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including but not limited to token normalization for vocabulary compression ..., non-uniform allocation across N-gram orders, and frequency-based partitioning of embedding slots. Despite these efforts, we observed no consistent performance gains
evaluatedmodel architecturein Qwen3.8-NextQwen