What is recorded here?
Allocated different KV-cache budgets across layers based on observed information-funneling patterns, retaining more entries in lower layers.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
Inherits attention-based token selection and cache compression. Pyramidal behavior is empirical, not universal for every model/layer/task. Cache ratios and quality retention are setup-specific; deleted information is not losslessly compressed.
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People and systems
Zefan Cai; Yichi Zhang; Bofei Gao; Tianyu Liu; Keming Lu; Wayne Xiong; Yue Dong; Baobao Chang; Junjie Hu; Wen Xiao
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
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English catalogue narrative
PyramidKV: layer-dependent KV cache budgets
Allocated different KV-cache budgets across layers based on observed information-funneling patterns, retaining more entries in lower layers.
Scientific scope
Inherits attention-based token selection and cache compression. Pyramidal behavior is empirical, not universal for every model/layer/task. Cache ratios and quality retention are setup-specific; deleted information is not losslessly compressed.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Zefan Cai; Yichi Zhang; Bofei Gao; Tianyu Liu; Keming Lu; Wayne Xiong; Yue Dong; Baobao Chang; Junjie Hu; Wen Xiao
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.