For KV-COBRA_KL on individual LongBench tasks, the best K/V split was V-heavy in 40 of 45 model–task–budget cells; the five exceptions were QASPER or MultiFieldQA-en cells that became balanced or K-heavy at higher budgets.

报告指标与观测值

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每行是一项测量，分别显示论文报告、最近可用实测和累计证据状态。
指标与条件	论文报告	最近可用实测	证据判断
task: NarrativeQA · model: LLaMA-3.1-8B · method: KV-COBRA_KL · totalBpd: 5	1 bits per dimension	—	尚未评估
task: NarrativeQA · model: LLaMA-3.1-8B · method: KV-COBRA_KL · totalBpd: 5	4 bits per dimension	—	尚未评估
task: NarrativeQA · model: LLaMA-3.1-8B · method: KV-COBRA_KL · totalBpd: 6	1 bits per dimension	—	尚未评估
task: NarrativeQA · model: LLaMA-3.1-8B · method: KV-COBRA_KL · totalBpd: 6	5 bits per dimension	—	尚未评估
task: NarrativeQA · model: LLaMA-3.1-8B · method: KV-COBRA_KL · totalBpd: 7	1 bits per dimension	—	尚未评估
task: NarrativeQA · model: LLaMA-3.1-8B · method: KV-COBRA_KL · totalBpd: 7	6 bits per dimension	—	尚未评估
task: NarrativeQA · model: Mistral-7B-v0.3 · method: KV-COBRA_KL · totalBpd: 5	1 bits per dimension	—	尚未评估
task: NarrativeQA · model: Mistral-7B-v0.3 · method: KV-COBRA_KL · totalBpd: 5	4 bits per dimension	—	尚未评估
task: NarrativeQA · model: Mistral-7B-v0.3 · method: KV-COBRA_KL · totalBpd: 6	2 bits per dimension	—	尚未评估
task: NarrativeQA · model: Mistral-7B-v0.3 · method: KV-COBRA_KL · totalBpd: 6	4 bits per dimension	—	尚未评估
task: NarrativeQA · model: Mistral-7B-v0.3 · method: KV-COBRA_KL · totalBpd: 7	3 bits per dimension	—	尚未评估
task: NarrativeQA · model: Mistral-7B-v0.3 · method: KV-COBRA_KL · totalBpd: 7	4 bits per dimension	—	尚未评估

指标与条件

论文报告

最近可用实测

证据判断

task: NarrativeQA · model: LLaMA-3.1-8B · method: KV-COBRA_KL · totalBpd: 5

1 bits per dimension

—

尚未评估

task: NarrativeQA · model: LLaMA-3.1-8B · method: KV-COBRA_KL · totalBpd: 5

4 bits per dimension

—

尚未评估

task: NarrativeQA · model: LLaMA-3.1-8B · method: KV-COBRA_KL · totalBpd: 6

1 bits per dimension

—

尚未评估

task: NarrativeQA · model: LLaMA-3.1-8B · method: KV-COBRA_KL · totalBpd: 6

5 bits per dimension

—

尚未评估

task: NarrativeQA · model: LLaMA-3.1-8B · method: KV-COBRA_KL · totalBpd: 7

1 bits per dimension

—

尚未评估

task: NarrativeQA · model: LLaMA-3.1-8B · method: KV-COBRA_KL · totalBpd: 7

6 bits per dimension

—

尚未评估

task: NarrativeQA · model: Mistral-7B-v0.3 · method: KV-COBRA_KL · totalBpd: 5

1 bits per dimension

—

尚未评估

task: NarrativeQA · model: Mistral-7B-v0.3 · method: KV-COBRA_KL · totalBpd: 5

4 bits per dimension

—

尚未评估

task: NarrativeQA · model: Mistral-7B-v0.3 · method: KV-COBRA_KL · totalBpd: 6

2 bits per dimension

—

尚未评估

task: NarrativeQA · model: Mistral-7B-v0.3 · method: KV-COBRA_KL · totalBpd: 6

4 bits per dimension

—

尚未评估

task: NarrativeQA · model: Mistral-7B-v0.3 · method: KV-COBRA_KL · totalBpd: 7

3 bits per dimension

—

尚未评估

task: NarrativeQA · model: Mistral-7B-v0.3 · method: KV-COBRA_KL · totalBpd: 7

4 bits per dimension

—

尚未评估

报告指标与观测值

Assessment（0）

关联运行（0）

测量结果