Exploring new frontiers in technology and innovation.
Author: Soham Pal
Crayon is a cutting-edge, production-grade tokenizer designed to dramatically accelerate text processing. By integrating principles from information theory, computational complexity, and hardware-level optimization, Crayon achieves ultra-high-throughput performance (>2M tokens/sec). Its cache-aware data structures, SIMD-optimized string processing, adaptive vocabulary management, and zero-copy memory architecture empower researchers and engineers to analyze, visualize, and manipulate massive text datasets efficiently, streamlining workflows and accelerating discovery.
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