Cross-Family Speculative Prefill: Training-Free Long-Context Compression with Small Draft Models
arXiv:2603.02631v1 Announce Type: new Abstract: Prompt length is a major bottleneck in agentic large language model (LLM) workloads, where repeated inference steps and multi-call loops …
Shubhangi Upasani, Ravi Shanker Raju, Bo Li, Mengmeing Ji, John Long, Chen Wu, Urmish Thakker, Guangtao Wang
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