Paper

LoPT

A parallel tokenization scheme aimed at optimizing tokenization for long prompts, accelerating the tokenization process for long texts through a chunking strategy.

Timeline (last 90 days)

Oct 15

In a 16-core environment, Delta Tokenizer encodes a 4-million-character request 8.2 times faster than serial encoding and 1.6 to 2.1 times faster than LoPT.

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All Facts (1)

Unverified

In a 16-core environment, Delta Tokenizer encodes a 4-million-character request 8.2 times faster than serial encoding and 1.6 to 2.1 times faster than LoPT.

50%

Source Articles

Delta Tokenizer: How Session Deltas and Multi-Core Parallelism Speed Up Long-Prompt Tokenization by 40xOct 15