Files
natural-memory-nm21/write_survival.json
T
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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JSON

{
"package": "qwen3_5_4b_natural_memory_v2_1",
"eval_file": "data/realistic_v2/eval.jsonl",
"episodes": 40,
"per_category": {
"alias_paraphrase": {
"episodes": 5,
"candidates_written": 25,
"active_after_write": 25,
"write_survival_pct": 100.0,
"candidates_parsed_as_attribute_pct": 40.0,
"answerable_episodes": 5,
"target_survived": 5,
"target_survival_pct": 100.0
},
"long_fact": {
"episodes": 5,
"candidates_written": 20,
"active_after_write": 19,
"write_survival_pct": 95.0,
"candidates_parsed_as_attribute_pct": 0.0,
"answerable_episodes": 5,
"target_survived": 5,
"target_survival_pct": 100.0
},
"multi_entity": {
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"candidates_written": 15,
"active_after_write": 15,
"write_survival_pct": 100.0,
"candidates_parsed_as_attribute_pct": 0.0,
"answerable_episodes": 5,
"target_survived": 5,
"target_survival_pct": 100.0
},
"multi_hop": {
"episodes": 5,
"candidates_written": 25,
"active_after_write": 25,
"write_survival_pct": 100.0,
"candidates_parsed_as_attribute_pct": 0.0,
"answerable_episodes": 5,
"target_survived": 5,
"target_survival_pct": 100.0
},
"near_miss": {
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"active_after_write": 20,
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"candidates_parsed_as_attribute_pct": 65.0,
"answerable_episodes": 5,
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},
"noise_context": {
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"candidates_written": 45,
"active_after_write": 45,
"write_survival_pct": 100.0,
"candidates_parsed_as_attribute_pct": 11.11,
"answerable_episodes": 5,
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},
"unknown_attribute": {
"episodes": 5,
"candidates_written": 25,
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"write_survival_pct": 100.0,
"candidates_parsed_as_attribute_pct": 100.0,
"answerable_episodes": 0,
"target_survived": 0,
"target_survival_pct": 0.0
},
"update_conflict": {
"episodes": 5,
"candidates_written": 25,
"active_after_write": 10,
"write_survival_pct": 40.0,
"candidates_parsed_as_attribute_pct": 80.0,
"answerable_episodes": 5,
"target_survived": 5,
"target_survival_pct": 100.0
}
},
"target_missing_examples": [],
"overall": {
"candidates_written": 200,
"active_after_write": 184,
"write_survival_pct": 92.0,
"answerable_episodes": 35,
"target_survival_pct": 100.0
}
}