论文研究 arXiv cs.LG Mon, 20 Jul 2026 正文 thin 4 words

Cache-Aware Prompt Compression:A Two-Tier Cost Model for LLM API Caching

英文标题:Cache-Aware Prompt Compression:A Two-Tier Cost Model for LLM API Caching

arXiv:2607.15516v1 Announce Type: new Abstract: Production LLM deployments combine two cost-reduction primitives: prompt caching (a discounted rate for re-used token prefixes) and prompt compression (fewer tokens sent). The compression literature has standardized on query-aware methods that produce
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arXiv:2607.15516v1 Announce Type: new Abstract: Production LLM deployments combine two cost-reduction primitives: prompt caching (a discounted rate for re-used token prefixes) and prompt compression (fewer tokens sent). The compression literature has standardized on query-aware methods that produce

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