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test2

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Qwen3.5-9B-MoQ-ffn_down-Q8_0.gguf 8.500000 0.018833 0.011430 0.014431 0.023697 0.017098
--- SPEARMAN CORRELATION MATRIX (FFN_DOWN) ---
CE_Mean_KLD CE_990_KLD CE_999_KLD CE_Cor_PPL
CE_Mean_KLD 1.000000 0.989300 0.985700 1.000000
CE_990_KLD 0.989300 1.000000 0.996400 0.989300
CE_999_KLD 0.985700 0.996400 1.000000 0.985700
CE_Cor_PPL 1.000000 0.989300 0.985700 1.000000
--- PEARSON CORRELATION MATRIX (FFN_DOWN) ---
CE_Mean_KLD CE_990_KLD CE_999_KLD CE_Cor_PPL
CE_Mean_KLD 1.000000 0.999400 0.978400 0.999700
CE_990_KLD 0.999400 1.000000 0.984200 0.999400
CE_999_KLD 0.978400 0.984200 1.000000 0.978500
CE_Cor_PPL 0.999700 0.999400 0.978500 1.000000
==========================================================================================
TENSOR TYPE : ATTN_GATE (n=15)
==========================================================================================
--- FULL CE REPORT (ATTN_GATE) ---
Model BPW CE_Mean_KLD CE_990_KLD CE_999_KLD CE_Cor_PPL CE_Average
Qwen3.5-9B-MoQ-attn_gate-IQ1_S.gguf 1.562500 4.374406 5.340414 4.395816 4.607330 4.679492
Qwen3.5-9B-MoQ-attn_gate-IQ1_M.gguf 1.750000 3.073073 3.406443 2.486274 3.298429 3.066055
Qwen3.5-9B-MoQ-attn_gate-IQ2_XXS.gguf 2.062500 1.576969 1.359780 1.930753 1.596859 1.616090
Qwen3.5-9B-MoQ-attn_gate-IQ2_XS.gguf 2.312500 1.537955 1.357852 2.107468 1.335079 1.584588
Qwen3.5-9B-MoQ-attn_gate-IQ2_S.gguf 2.562500 1.071095 0.871366 1.359030 0.968586 1.067519
Qwen3.5-9B-MoQ-attn_gate-Q2_K.gguf 2.625000 0.933898 0.836665 0.625768 0.785340 0.795418
Qwen3.5-9B-MoQ-attn_gate-IQ3_S.gguf 3.437500 0.596136 0.424528 0.734349 0.471204 0.556554
Qwen3.5-9B-MoQ-attn_gate-Q3_K.gguf 3.437500 0.535666 0.445486 0.451760 0.471204 0.476029
Qwen3.5-9B-MoQ-attn_gate-IQ3_XXS.gguf 3.062500 0.539035 0.442294 0.331293 0.445026 0.439412
Qwen3.5-9B-MoQ-attn_gate-Q4_K.gguf 4.500000 0.180880 0.128388 0.175984 0.235602 0.180214
Qwen3.5-9B-MoQ-attn_gate-Q5_K.gguf 5.500000 0.159482 0.092265 0.122458 0.261780 0.158996
Qwen3.5-9B-MoQ-attn_gate-IQ4_XS.gguf 4.250000 0.141158 0.105107 0.117854 0.183246 0.136841
Qwen3.5-9B-MoQ-attn_gate-IQ4_NL.gguf 4.500000 0.146950 0.102839 0.100750 0.183246 0.133446
Qwen3.5-9B-MoQ-attn_gate-Q6_K.gguf 6.562500 0.068924 0.043552 0.032254 0.078534 0.055816
Qwen3.5-9B-MoQ-attn_gate-Q8_0.gguf 8.500000 0.064372 0.043023 0.028189 0.078534 0.053530
--- SPEARMAN CORRELATION MATRIX (ATTN_GATE) ---
CE_Mean_KLD CE_990_KLD CE_999_KLD CE_Cor_PPL
CE_Mean_KLD 1.000000 0.971400 0.985700 0.988400
CE_990_KLD 0.971400 1.000000 0.964300 0.970500
CE_999_KLD 0.985700 0.964300 1.000000 0.984800
CE_Cor_PPL 0.988400 0.970500 0.984800 1.000000
--- PEARSON CORRELATION MATRIX (ATTN_GATE) ---
CE_Mean_KLD CE_990_KLD CE_999_KLD CE_Cor_PPL
CE_Mean_KLD 1.000000 0.992600 0.975800 0.996400
CE_990_KLD 0.992600 1.000000 0.956900 0.996000
CE_999_KLD 0.975800 0.956900 1.000000 0.963500
CE_Cor_PPL 0.996400 0.996000 0.963500 1.000000
==========================================================================================
TENSOR TYPE : SSM_OUT (n=15)
==========================================================================================
--- FULL CE REPORT (SSM_OUT) ---
Model BPW CE_Mean_KLD CE_990_KLD CE_999_KLD CE_Cor_PPL CE_Average
Qwen3.5-9B-MoQ-ssm_out-IQ1_S.gguf 1.562500 3.515479 3.700588 3.424180 3.447987 3.522058
Qwen3.5-9B-MoQ-ssm_out-IQ1_M.gguf 1.750000 2.639323 2.749988 2.385396 2.529362 2.576017
Qwen3.5-9B-MoQ-ssm_out-Q2_K.gguf 2.625000 1.559472 1.731018 1.826242 1.774329 1.722765
Qwen3.5-9B-MoQ-ssm_out-IQ2_XXS.gguf 2.062500 1.646030 1.596379 1.666639 1.560403 1.617363
Qwen3.5-9B-MoQ-ssm_out-IQ2_XS.gguf 2.312500 1.286603 1.158913 1.431659 1.182886 1.265015
Qwen3.5-9B-MoQ-ssm_out-Q3_K.gguf 3.437500 0.939050 1.002285 1.175354 1.019295 1.033996
Qwen3.5-9B-MoQ-ssm_out-IQ2_S.gguf 2.562500 0.962025 0.833104 0.634834 0.918624 0.837147
Qwen3.5-9B-MoQ-ssm_out-Q4_K.gguf 4.500000 0.583535 0.642739 0.667602 0.679530 0.643352
Qwen3.5-9B-MoQ-ssm_out-Q5_K.gguf 5.500000 0.579513 0.594453 0.674753 0.717282 0.641500
Qwen3.5-9B-MoQ-ssm_out-IQ3_XXS.gguf 3.062500 0.470393 0.418244 0.376592 0.453020 0.429562
Qwen3.5-9B-MoQ-ssm_out-IQ3_S.gguf 3.437500 0.337030 0.275476 0.334897 0.276846 0.306062
Qwen3.5-9B-MoQ-ssm_out-IQ4_NL.gguf 4.500000 0.172950 0.118675 0.175475 0.163591 0.157673
Qwen3.5-9B-MoQ-ssm_out-IQ4_XS.gguf 4.250000 0.180691 0.118608 0.151675 0.138423 0.147349
Qwen3.5-9B-MoQ-ssm_out-Q6_K.gguf 6.562500 0.082398 0.036614 0.044955 0.075503 0.059867
Qwen3.5-9B-MoQ-ssm_out-Q8_0.gguf 8.500000 0.045510 0.022915 0.029749 0.062919 0.040273
--- SPEARMAN CORRELATION MATRIX (SSM_OUT) ---
CE_Mean_KLD CE_990_KLD CE_999_KLD CE_Cor_PPL
CE_Mean_KLD 1.000000 0.989300 0.967900 0.985700
CE_990_KLD 0.989300 1.000000 0.985700 0.996400
CE_999_KLD 0.967900 0.985700 1.000000 0.989300
CE_Cor_PPL 0.985700 0.996400 0.989300 1.000000
--- PEARSON CORRELATION MATRIX (SSM_OUT) ---
CE_Mean_KLD CE_990_KLD CE_999_KLD CE_Cor_PPL
CE_Mean_KLD 1.000000 0.997500 0.987200 0.995700
CE_990_KLD 0.997500 1.000000 0.990000 0.998400
CE_999_KLD 0.987200 0.990000 1.000000 0.992000
CE_Cor_PPL 0.995700 0.998400 0.992000 1.000000
==========================================================================================
TENSOR TYPE : SSM_BETA (n=15)
==========================================================================================