natural-memory-nm21/nm2_portability.md at main

Files

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

1.6 KiB

Raw Permalink Blame History

model	model_type	hidden	layers	container	2nd positional	identity	surgery
tiny-random-LlamaForCausalLM	llama	16	2	model.layers	OTHER	identical	ok (no shims)
tiny-random-MistralForCausalLM	mistral	32	2	model.layers	OTHER	identical	ok (no shims)
tiny-Qwen2ForCausalLM-2.5	qwen2	8	2	model.layers	OTHER	identical	ok (no shims)
tiny-Qwen3ForCausalLM	qwen3	8	2	model.layers	OTHER	identical	ok (no shims)
tiny-random-Gemma2ForCausalLM	gemma2	32	1	model.layers	position_embeddings	identical	ok (no shims)
tiny-random-Gemma3ForCausalLM	gemma3_text	16	2	model.layers	position_embeddings	identical	ok (no shims)
tiny-random-Starcoder2ForCausalLM	starcoder2	32	2	model.layers	OTHER	identical	ok (no shims)
tiny-random-OlmoeForCausalLM	olmoe	64	2	model.layers	OTHER	identical	ok (no shims)
tiny-random-GraniteMoeForCausalLM	granitemoe	32	2	model.layers	OTHER	identical	ok (no shims)
tiny-random-MixtralForCausalLM	mixtral	64	2	model.layers	position_embeddings	identical	ok (no shims)
tiny-random-CohereForCausalLM	cohere	32	2	model.layers	OTHER	identical	ok (no shims)
tiny-random-PhiForCausalLM	phi	32	2	model.layers	OTHER	identical	ok (no shims)
tiny-random-OPTForCausalLM	opt	16	5	model.decoder.layers	OTHER	identical	ok (no shims)
tiny-random-BartForCausalLM	bart	16	2	model.decoder.layers	OTHER	identical	ok (no shims)

1.6 KiB Raw Permalink Blame History

1.6 KiB

Raw Permalink Blame History