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--- FULL CE REPORT (SSM_BETA) --- |
Model BPW CE_Mean_KLD CE_990_KLD CE_999_KLD CE_Cor_PPL CE_Average |
Qwen3.5-9B-MoQ-ssm_beta-IQ1_S.gguf 1.562500 2.732731 3.210343 4.356531 2.663551 3.240789 |
Qwen3.5-9B-MoQ-ssm_beta-IQ1_M.gguf 1.750000 2.038203 2.496727 2.741490 2.102804 2.344806 |
Qwen3.5-9B-MoQ-ssm_beta-IQ2_XXS.gguf 2.062500 1.798895 1.747028 1.761701 1.962617 1.817560 |
Qwen3.5-9B-MoQ-ssm_beta-IQ2_XS.gguf 2.312500 2.016781 1.495547 1.330291 1.542056 1.596169 |
Qwen3.5-9B-MoQ-ssm_beta-IQ2_S.gguf 2.562500 1.720817 1.165006 1.106568 1.261682 1.313518 |
Qwen3.5-9B-MoQ-ssm_beta-IQ3_S.gguf 3.437500 0.640973 0.597507 0.680267 0.841121 0.689967 |
Qwen3.5-9B-MoQ-ssm_beta-IQ3_XXS.gguf 3.062500 0.728634 0.603139 0.562505 0.700935 0.648803 |
Qwen3.5-9B-MoQ-ssm_beta-Q2_K.gguf 2.625000 0.565995 0.602324 0.697369 0.560748 0.606609 |
Qwen3.5-9B-MoQ-ssm_beta-Q3_K.gguf 3.437500 0.542318 0.653968 0.547832 0.560748 0.576217 |
Qwen3.5-9B-MoQ-ssm_beta-IQ4_NL.gguf 4.500000 0.502574 0.427310 0.272093 0.560748 0.440681 |
Qwen3.5-9B-MoQ-ssm_beta-IQ4_XS.gguf 4.250000 0.439999 0.414417 0.248321 0.560748 0.415871 |
Qwen3.5-9B-MoQ-ssm_beta-Q4_K.gguf 4.500000 0.329788 0.410860 0.273211 0.420561 0.358605 |
Qwen3.5-9B-MoQ-ssm_beta-Q5_K.gguf 5.500000 0.319359 0.412861 0.199200 0.420561 0.337995 |
Qwen3.5-9B-MoQ-ssm_beta-Q6_K.gguf 6.562500 0.326406 0.377073 0.103287 0.420561 0.306832 |
Qwen3.5-9B-MoQ-ssm_beta-Q8_0.gguf 8.500000 0.296527 0.385890 0.119335 0.420561 0.305578 |
--- SPEARMAN CORRELATION MATRIX (SSM_BETA) --- |
CE_Mean_KLD CE_990_KLD CE_999_KLD CE_Cor_PPL |
CE_Mean_KLD 1.000000 0.953600 0.960700 0.974700 |
CE_990_KLD 0.953600 1.000000 0.946400 0.943800 |
CE_999_KLD 0.960700 0.946400 1.000000 0.931100 |
CE_Cor_PPL 0.974700 0.943800 0.931100 1.000000 |
--- PEARSON CORRELATION MATRIX (SSM_BETA) --- |
CE_Mean_KLD CE_990_KLD CE_999_KLD CE_Cor_PPL |
CE_Mean_KLD 1.000000 0.948000 0.911900 0.971400 |
CE_990_KLD 0.948000 1.000000 0.986300 0.980200 |
CE_999_KLD 0.911900 0.986300 1.000000 0.954300 |
CE_Cor_PPL 0.971400 0.980200 0.954300 1.000000 |
========================================================================================== |
TENSOR TYPE : ATTN_V (n=15) |
========================================================================================== |
--- FULL CE REPORT (ATTN_V) --- |
Model BPW CE_Mean_KLD CE_990_KLD CE_999_KLD CE_Cor_PPL CE_Average |
Qwen3.5-9B-MoQ-attn_v-IQ1_S.gguf 1.562500 3.246862 3.233963 3.725617 3.407311 3.403438 |
Qwen3.5-9B-MoQ-attn_v-IQ1_M.gguf 1.750000 2.375814 2.532300 2.681808 2.271540 2.465366 |
Qwen3.5-9B-MoQ-attn_v-IQ2_XXS.gguf 2.062500 2.066899 1.803771 1.827248 2.114883 1.953200 |
Qwen3.5-9B-MoQ-attn_v-Q3_K.gguf 3.437500 1.603400 1.914389 2.237676 1.527415 1.820720 |
Qwen3.5-9B-MoQ-attn_v-IQ2_XS.gguf 2.312500 1.554379 1.557172 1.579863 1.488251 1.544916 |
Qwen3.5-9B-MoQ-attn_v-IQ2_S.gguf 2.562500 1.102036 1.314795 0.967039 1.174935 1.139701 |
Qwen3.5-9B-MoQ-attn_v-Q2_K.gguf 2.625000 0.886683 0.805024 0.458888 0.744125 0.723680 |
Qwen3.5-9B-MoQ-attn_v-IQ3_XXS.gguf 3.062500 0.625268 0.567740 0.590774 0.626632 0.602603 |
Qwen3.5-9B-MoQ-attn_v-IQ3_S.gguf 3.437500 0.468317 0.452810 0.318390 0.509138 0.437164 |
Qwen3.5-9B-MoQ-attn_v-IQ4_XS.gguf 4.250000 0.304605 0.218366 0.194190 0.274151 0.247828 |
Qwen3.5-9B-MoQ-attn_v-IQ4_NL.gguf 4.500000 0.287363 0.209381 0.187439 0.234987 0.229792 |
Qwen3.5-9B-MoQ-attn_v-Q4_K.gguf 4.500000 0.150105 0.129851 0.105878 0.195822 0.145414 |
Qwen3.5-9B-MoQ-attn_v-Q5_K.gguf 5.500000 0.115790 0.091701 0.069455 0.156658 0.108401 |
Qwen3.5-9B-MoQ-attn_v-Q6_K.gguf 6.562500 0.122636 0.087899 0.027612 0.156658 0.098701 |
Qwen3.5-9B-MoQ-attn_v-Q8_0.gguf 8.500000 0.089843 0.080837 0.028122 0.117493 0.079074 |
--- SPEARMAN CORRELATION MATRIX (ATTN_V) --- |
CE_Mean_KLD CE_990_KLD CE_999_KLD CE_Cor_PPL |
CE_Mean_KLD 1.000000 0.992900 0.982100 0.999100 |
CE_990_KLD 0.992900 1.000000 0.992900 0.995500 |
CE_999_KLD 0.982100 0.992900 1.000000 0.986600 |
CE_Cor_PPL 0.999100 0.995500 0.986600 1.000000 |
--- PEARSON CORRELATION MATRIX (ATTN_V) --- |
CE_Mean_KLD CE_990_KLD CE_999_KLD CE_Cor_PPL |
CE_Mean_KLD 1.000000 0.991100 0.980900 0.996900 |
CE_990_KLD 0.991100 1.000000 0.989300 0.986000 |
CE_999_KLD 0.980900 0.989300 1.000000 0.978400 |
CE_Cor_PPL 0.996900 0.986000 0.978400 1.000000 |
========================================================================================== |
TENSOR TYPE : OUTPUT (n=11) |
========================================================================================== |
--- FULL CE REPORT (OUTPUT) --- |
Model BPW CE_Mean_KLD CE_990_KLD CE_999_KLD CE_Cor_PPL CE_Average |
Qwen3.5-9B-output-tensor-Q2_K.gguf 2.625000 3.289208 3.331582 3.450735 3.225000 3.324131 |
Qwen3.5-9B-output-tensor-IQ2_S.gguf 2.562500 2.966904 3.269787 3.280336 2.800000 3.079257 |
Qwen3.5-9B-output-tensor-IQ3_XXS.gguf 3.062500 1.814198 1.638110 1.452738 1.775000 1.670012 |
Qwen3.5-9B-output-tensor-IQ3_S.gguf 3.437500 1.060792 0.988748 0.935360 1.075000 1.014975 |
Qwen3.5-9B-output-tensor-Q3_K.gguf 3.437500 0.934990 0.860538 0.869618 0.950000 0.903786 |
Qwen3.5-9B-output-tensor-Q4_K.gguf 4.500000 0.250801 0.252846 0.262274 0.300000 0.266480 |
Qwen3.5-9B-output-tensor-IQ4_XS.gguf 4.250000 0.257137 0.247686 0.249675 0.300000 0.263625 |
Qwen3.5-9B-output-tensor-IQ4_NL.gguf 4.500000 0.243462 0.231777 0.229342 0.275000 0.244895 |
Qwen3.5-9B-output-tensor-Q5_K.gguf 5.500000 0.094121 0.092111 0.114570 0.125000 0.106451 |
Qwen3.5-9B-output-tensor-Q6_K.gguf 6.562500 0.049366 0.047407 0.077450 0.100000 0.068556 |
Qwen3.5-9B-output-tensor-Q8_0.gguf 8.500000 0.039020 0.039407 0.077902 0.075000 0.057832 |
--- SPEARMAN CORRELATION MATRIX (OUTPUT) --- |
CE_Mean_KLD CE_990_KLD CE_999_KLD CE_Cor_PPL |
CE_Mean_KLD 1.000000 0.990900 0.981800 0.997700 |
CE_990_KLD 0.990900 1.000000 0.990900 0.997700 |
CE_999_KLD 0.981800 0.990900 1.000000 0.988600 |
CE_Cor_PPL 0.997700 0.997700 0.988600 1.000000 |
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