SplitZip is a new GPU-friendly lossless compressor for KV cache tensors that exploits exponent redundancy to achieve over 600 GB/s compression throughput and up to 1.32x faster transfers in disaggregated LLM serving.
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SplitZip: Ultra Fast Lossless KV Compression for Disaggregated LLM Serving
SplitZip is a new GPU-friendly lossless compressor for KV cache tensors that exploits exponent redundancy to achieve over 600 GB/s compression throughput and up to 1.32x faster transfers in disaggregated LLM serving.