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@@ -43,7 +43,7 @@ For a full breakdown on evaluation metrics and performance impact please refer t
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  | Baseline | 82.00 | 77.90 | 80.40 | 54.56 | 67.90 | 70.63 | 82.56 | **73.71** |
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  | 50% SingleInputKV | 80.38 | 78.22 | 79.30 | 54.54 | 67.30 | 69.73 | 79.45 | **72.70** |
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- ## Getting Started
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  Instructions on how to use vLLM for both evaluation and performance benchmarks:
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  https://github.com/Snowflake-Labs/vllm/tree/swiftkv/examples/swiftkv
 
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  | Baseline | 82.00 | 77.90 | 80.40 | 54.56 | 67.90 | 70.63 | 82.56 | **73.71** |
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  | 50% SingleInputKV | 80.38 | 78.22 | 79.30 | 54.54 | 67.30 | 69.73 | 79.45 | **72.70** |
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+ ## Get started by serving SwiftKV on vLLM
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  Instructions on how to use vLLM for both evaluation and performance benchmarks:
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  https://github.com/Snowflake-Labs/vllm/tree/swiftkv/examples/swiftkv