A 312k-parameter character-level log parser using 4-bit BCD encoding matches LLM-based parser accuracy at up to 20x higher throughput.
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A Word is Worth 4-bit: Efficient Log Parsing with Binary Coded Decimal Recognition
A 312k-parameter character-level log parser using 4-bit BCD encoding matches LLM-based parser accuracy at up to 20x higher throughput.