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#model-serving

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kv-cache llm-inference benchmarking long-context quantization gpu-memory

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Infrastructure & Runtime

KV Cache Offloading Breaks on Text2JSON: Why Llama 3 and Qwen 3 Lose Accuracy on Context-Intensive Prompts

Four KV cache offloading methods show accuracy drops on Llama 3 and Qwen 3 in Text2JSON's multi-needle extraction tasks, a gap that TTFT-only benchmark suites don't detect.
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