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[YL] add requirement
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README.md

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# SnapKV
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We introduce an innovative and out-of-box KV cache compression method, SnapKV.
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## Requirements
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`transformers>=4.36`
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## Quick Start
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### Use SnapKV-optimized Models
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SnapKV-optimized models are all under models file, which could be directly imported and used the same like baseline models.
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## Results
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![Comprehensive Experiment Results on LongBench](./figures/longbench.jpg)
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![Pressure Test Result on Needle-in-a-Haystack](./figures/LWM-Text-Chat-1M_SnapKV.jpg)
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![Pressure Test Result on Needle-in-a-Haystack](./figures/LWM-Text-Chat-1M_SnapKV.jpg)

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