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natural-memory-nm21/write_path_update_measurement.json
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WpyQwq 643e22ecb9 Natural Memory NM2.1: 记忆路由器分叉、数据集缺陷修复与全轴评测证据
- 引入 MemoryRouterXL 与 v5/v6 流式多线程训练/编码管线
- 修复 prepare_memory_router_dataset 候选池重建缺陷(mega 家族 3568x 加速,输出逐字节相同)
- 修复 v5 被破坏的拒答与多跳标签(train 未知样本 319 -> 16319,multi_hop 平均正例 1.00 -> 2.00)
- 同存储预算下 V2-128 v6 逐轴 22/22 通过:Top-1 41.12% -> 94.62%,未知拒答 0.00% -> 100.00%
- 记录三条被实测推翻的显然优化(logits_to_keep=1 反而慢 55%、XL 容量未带来收益)
- 记忆手术跨架构可移植性 14/14,读写关闭时与原生模型逐位相同
2026-09-19 11:11:31 +08:00

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{
"package": "V2_dpskw\\qwen3_5_4b_natural_memory_v2",
"facts": 20,
"distinct_attribute_pairs": 190,
"retriever": {
"text_retriever_ready": true,
"router_ready": true,
"text_retriever_params": 1573377
},
"retriever_score_distribution": {
"min_pct": 0.0,
"p50_pct": 0.23,
"p90_pct": 24.67,
"p99_pct": 89.14,
"max_pct": 90.09
},
"pairs_scoring_at_or_above_update_threshold_0.95": 0,
"pairs_at_or_above_0.95_pct": 0.0,
"pairs_where_the_shared_ge_2_guard_does_not_block": 0,
"shared_token_counts": [
5,
6,
7
],
"template_token_share_note": "every fact shares the 我的/是 template tokens, so 'shared >= 2' is satisfied by unrelated attributes and cannot act as an update guard",
"worst_pairs": [
{
"left": "默认语言",
"right": "邮箱域名",
"retriever_score": 0.900855302810669,
"shared_tokens": 6,
"template_shared": [
"0。-A",
"VAL是我的"
],
"would_be_confirmed_update": false,
"would_be_retracted_by_second_condition": false
},
{
"left": "默认语言",
"right": "阅读工具",
"retriever_score": 0.8913677930831909,
"shared_tokens": 6,
"template_shared": [
"0。-A",
"VAL是我的"
],
"would_be_confirmed_update": false,
"would_be_retracted_by_second_condition": false
},
{
"left": "工位楼层",
"right": "邮箱域名",
"retriever_score": 0.7586287260055542,
"shared_tokens": 6,
"template_shared": [
"0。-A",
"VAL是我的"
],
"would_be_confirmed_update": false,
"would_be_retracted_by_second_condition": false
},
{
"left": "常用编辑器",
"right": "阅读工具",
"retriever_score": 0.7083732485771179,
"shared_tokens": 6,
"template_shared": [
"0。-A",
"VAL是我的"
],
"would_be_confirmed_update": false,
"would_be_retracted_by_second_condition": false
},
{
"left": "邮箱域名",
"right": "入职年份",
"retriever_score": 0.6711557507514954,
"shared_tokens": 7,
"template_shared": [
"01。-A",
"VAL是我的"
],
"would_be_confirmed_update": false,
"would_be_retracted_by_second_condition": false
},
{
"left": "默认语言",
"right": "入职年份",
"retriever_score": 0.6639186143875122,
"shared_tokens": 6,
"template_shared": [
"0。-A",
"VAL是我的"
],
"would_be_confirmed_update": false,
"would_be_retracted_by_second_condition": false
},
{
"left": "手机尾号",
"right": "入职年份",
"retriever_score": 0.6599420309066772,
"shared_tokens": 7,
"template_shared": [
"01。-A",
"VAL是我的"
],
"would_be_confirmed_update": false,
"would_be_retracted_by_second_condition": false
},
{
"left": "午餐偏好",
"right": "咖啡口味",
"retriever_score": 0.625023603439331,
"shared_tokens": 7,
"template_shared": [
"01。-A",
"VAL是我的"
],
"would_be_confirmed_update": false,
"would_be_retracted_by_second_condition": false
}
]
}