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attention

2 posts tagged with "attention"

August 5, 2026

ResKV: Reconstructing Omitted Attention Contributions for Fixed-Budget KV Cache Compression

ResKV 将固定 KV 预算划分为精确主缓存和紧凑残差缓存,通过共享 softmax 重建被丢弃 token 的注意力贡献,显著提升长上下文推理效率

kv-cache kv-cache-compression long-context llm-inference attention cache-eviction decoding
June 17, 2026

Flex Attention: A Programming Model for Generating Optimized Attention Kernels

编译器驱动的注意力编程模型,用几行PyTorch代码实现优化的注意力内核

attention compiler kernel system-optimization inference-serving torch-compile

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