GraphTok GPU tokenizer for LLM serving
GraphTok transforms tokenization from a bottleneck into a GPU-accelerated stage, dramatically increasing serving capacity for agentic workloads that resend long contexts. For developers managing LLM infrastructure, this means handling up to 518 requests/s of 121k-token traffic with a P99 target of 2 seconds, sustaining 1.75-2.5x the load of previous solutions.