KVDiagnosis is a diagnostic benchmark that pairs 59,800 compressed runs with FullCache controls and attaches cache, likelihood, attention, and decoding measurements to 12,520 failure rows, finding 63.2% of failures have low or partial evidence coverage and demonstrating selective repair of…
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KVDiagnosis: A Diagnostic Benchmark for KV-Cache Compression in Long-Context Language Models
KVDiagnosis is a diagnostic benchmark that pairs 59,800 compressed runs with FullCache controls and attaches cache, likelihood, attention, and decoding measurements to 12,520 failure rows, finding 63.2% of failures have low or partial evidence coverage and demonstrating selective repair of…