AdaptiveKV Research Dashboard

Empirical Performance & Dynamic Bit-Allocation Analytics

Live Benchmark Data
Max Compression Ratio
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Memory Saved: -
Min Reconstruction MSE
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Cosine Sim: -
Original KV Memory
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FP16 Baseline
Adaptive Compressed Memory
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Bit Allocation Active
Memory Consumption Comparison (KB)
Reconstruction Quality (Cosine Similarity)
Detailed Benchmark Results
Method Context Original (KB) Compressed (KB) Ratio Saved (%) MSE Cos Sim Latency (ms)