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Arka v2 Tokenizer (64K) - Fixed Fast Tokenizer

Custom 64K Unigram tokenizer trained for the Arka v2 model, optimized for reasoning, math, and code.

Update: This version correctly implements the Metaspace pre-tokenizer using SentencePieceUnigramTokenizer.from_spm(). Spaces are properly handled, and the token bug has been resolved (V2).

Configuration

  • Vocab Size: 64000
  • Context Length: 8192
  • Algorithm: SentencePiece Unigram + Byte-fallback
  • Clean-up Spaces: False (Preserves code formatting)
  • Data Ratio: 60% Edu-Web, 20% Code, 15% Math, 5% StackExchange QA
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