Datasets:
w-ahmad
/
test2

Dataset card Data Studio Files
xet
 Community
text
stringlengths
0
168
==========================================================================================
TENSOR TYPE : ATTN_QKV (n=15)
==========================================================================================
--- FULL CE REPORT (ATTN_QKV) ---
Model BPW CE_Mean_KLD CE_990_KLD CE_999_KLD CE_Cor_PPL CE_Average
Qwen3.5-9B-MoQ-attn_qkv-IQ1_S.gguf 1.562500 3.608213 3.809896 3.720409 3.592105 3.682656
Qwen3.5-9B-MoQ-attn_qkv-IQ1_M.gguf 1.750000 2.831610 2.955423 2.979322 2.684211 2.862641
Qwen3.5-9B-MoQ-attn_qkv-IQ2_XXS.gguf 2.062500 1.985120 2.189085 2.372784 2.210526 2.189379
Qwen3.5-9B-MoQ-attn_qkv-IQ2_XS.gguf 2.312500 1.491781 1.423991 1.645151 1.519737 1.520165
Qwen3.5-9B-MoQ-attn_qkv-Q3_K.gguf 3.437500 1.231345 1.098618 1.419061 1.361842 1.277716
Qwen3.5-9B-MoQ-attn_qkv-IQ2_S.gguf 2.562500 1.103583 1.075148 1.060186 0.967105 1.051506
Qwen3.5-9B-MoQ-attn_qkv-Q2_K.gguf 2.625000 1.015821 1.003073 0.646444 0.907895 0.893308
Qwen3.5-9B-MoQ-attn_qkv-IQ3_XXS.gguf 3.062500 0.615982 0.552681 0.449491 0.552632 0.542697
Qwen3.5-9B-MoQ-attn_qkv-IQ3_S.gguf 3.437500 0.426382 0.334364 0.214781 0.375000 0.337632
Qwen3.5-9B-MoQ-attn_qkv-IQ4_NL.gguf 4.500000 0.169166 0.141893 0.123646 0.217105 0.162952
Qwen3.5-9B-MoQ-attn_qkv-IQ4_XS.gguf 4.250000 0.167061 0.147629 0.137647 0.197368 0.162426
Qwen3.5-9B-MoQ-attn_qkv-Q4_K.gguf 4.500000 0.159672 0.126817 0.094449 0.157895 0.134708
Qwen3.5-9B-MoQ-attn_qkv-Q5_K.gguf 5.500000 0.082808 0.062867 0.073319 0.098684 0.079420
Qwen3.5-9B-MoQ-attn_qkv-Q6_K.gguf 6.562500 0.060558 0.042397 0.024966 0.098684 0.056651
Qwen3.5-9B-MoQ-attn_qkv-Q8_0.gguf 8.500000 0.050898 0.036119 0.038345 0.059211 0.046143
--- SPEARMAN CORRELATION MATRIX (ATTN_QKV) ---
CE_Mean_KLD CE_990_KLD CE_999_KLD CE_Cor_PPL
CE_Mean_KLD 1.000000 0.996400 0.992900 0.999100
CE_990_KLD 0.996400 1.000000 0.996400 0.995500
CE_999_KLD 0.992900 0.996400 1.000000 0.990200
CE_Cor_PPL 0.999100 0.995500 0.990200 1.000000
--- PEARSON CORRELATION MATRIX (ATTN_QKV) ---
CE_Mean_KLD CE_990_KLD CE_999_KLD CE_Cor_PPL
CE_Mean_KLD 1.000000 0.998200 0.991300 0.996000
CE_990_KLD 0.998200 1.000000 0.991400 0.995700
CE_999_KLD 0.991300 0.991400 1.000000 0.996600
CE_Cor_PPL 0.996000 0.995700 0.996600 1.000000
==========================================================================================
TENSOR TYPE : ATTN_K (n=15)
==========================================================================================
--- FULL CE REPORT (ATTN_K) ---
Model BPW CE_Mean_KLD CE_990_KLD CE_999_KLD CE_Cor_PPL CE_Average
Qwen3.5-9B-MoQ-attn_k-IQ1_S.gguf 1.562500 3.646601 4.253320 4.299620 2.844828 3.761092
Qwen3.5-9B-MoQ-attn_k-IQ1_M.gguf 1.750000 2.705012 2.961552 2.579399 2.931034 2.794249
Qwen3.5-9B-MoQ-attn_k-IQ2_XXS.gguf 2.062500 1.952480 1.836151 1.662695 2.068966 1.880073
Qwen3.5-9B-MoQ-attn_k-IQ2_XS.gguf 2.312500 1.434468 1.326949 1.194905 0.948276 1.226149
Qwen3.5-9B-MoQ-attn_k-IQ2_S.gguf 2.562500 1.256129 1.064708 1.299311 0.948276 1.142106
Qwen3.5-9B-MoQ-attn_k-Q2_K.gguf 2.625000 0.831629 0.978141 1.064384 1.293103 1.041814
Qwen3.5-9B-MoQ-attn_k-Q3_K.gguf 3.437500 0.683414 0.526958 0.730347 0.689655 0.657593
Qwen3.5-9B-MoQ-attn_k-IQ3_XXS.gguf 3.062500 0.513392 0.474945 0.510668 0.517241 0.504062
Qwen3.5-9B-MoQ-attn_k-IQ3_S.gguf 3.437500 0.452037 0.370986 0.448941 0.603448 0.468853
Qwen3.5-9B-MoQ-attn_k-IQ4_XS.gguf 4.250000 0.282015 0.223925 0.339434 0.344828 0.297550
Qwen3.5-9B-MoQ-attn_k-IQ4_NL.gguf 4.500000 0.269817 0.212506 0.261596 0.344828 0.272187
Qwen3.5-9B-MoQ-attn_k-Q5_K.gguf 5.500000 0.257990 0.203727 0.187193 0.431034 0.269986
Qwen3.5-9B-MoQ-attn_k-Q4_K.gguf 4.500000 0.285156 0.223298 0.189921 0.344828 0.260801
Qwen3.5-9B-MoQ-attn_k-Q6_K.gguf 6.562500 0.216408 0.171549 0.118555 0.344828 0.212835
Qwen3.5-9B-MoQ-attn_k-Q8_0.gguf 8.500000 0.213451 0.171285 0.113029 0.344828 0.210648
--- SPEARMAN CORRELATION MATRIX (ATTN_K) ---
CE_Mean_KLD CE_990_KLD CE_999_KLD CE_Cor_PPL
CE_Mean_KLD 1.000000 0.996400 0.985700 0.930100
CE_990_KLD 0.996400 1.000000 0.992900 0.930100
CE_999_KLD 0.985700 0.992900 1.000000 0.930100
CE_Cor_PPL 0.930100 0.930100 0.930100 1.000000
--- PEARSON CORRELATION MATRIX (ATTN_K) ---
CE_Mean_KLD CE_990_KLD CE_999_KLD CE_Cor_PPL
CE_Mean_KLD 1.000000 0.993500 0.984700 0.958600
CE_990_KLD 0.993500 1.000000 0.992200 0.956200
CE_999_KLD 0.984700 0.992200 1.000000 0.930700
CE_Cor_PPL 0.958600 0.956200 0.930700 1.000000
==========================================================================================
TENSOR TYPE : FFN_DOWN (n=15)
==========================================================================================
--- FULL CE REPORT (FFN_DOWN) ---
Model BPW CE_Mean_KLD CE_990_KLD CE_999_KLD CE_Cor_PPL CE_Average
Qwen3.5-9B-MoQ-ffn_down-IQ1_S.gguf 1.562500 4.085048 3.979705 3.367248 4.044234 3.869059
Qwen3.5-9B-MoQ-ffn_down-IQ1_M.gguf 1.750000 3.452603 3.421285 2.863435 3.538705 3.319007
Qwen3.5-9B-MoQ-ffn_down-IQ2_XXS.gguf 2.062500 1.973056 2.016554 2.368372 2.006319 2.091075
Qwen3.5-9B-MoQ-ffn_down-IQ2_XS.gguf 2.312500 1.421600 1.437435 1.513371 1.390205 1.440653
Qwen3.5-9B-MoQ-ffn_down-Q2_K.gguf 2.625000 1.243776 1.361057 1.587862 1.271722 1.366104
Qwen3.5-9B-MoQ-ffn_down-IQ2_S.gguf 2.562500 1.072572 1.105877 1.272035 1.050553 1.125259
Qwen3.5-9B-MoQ-ffn_down-IQ3_XXS.gguf 3.062500 0.537443 0.548523 0.672505 0.513428 0.567975
Qwen3.5-9B-MoQ-ffn_down-Q3_K.gguf 3.437500 0.425535 0.404162 0.473149 0.387046 0.422473
Qwen3.5-9B-MoQ-ffn_down-IQ3_S.gguf 3.437500 0.330227 0.346883 0.444579 0.323855 0.361386
Qwen3.5-9B-MoQ-ffn_down-IQ4_NL.gguf 4.500000 0.114752 0.106613 0.131422 0.118483 0.117818
Qwen3.5-9B-MoQ-ffn_down-Q4_K.gguf 4.500000 0.123799 0.103357 0.106096 0.126382 0.114909
Qwen3.5-9B-MoQ-ffn_down-IQ4_XS.gguf 4.250000 0.112775 0.105216 0.110828 0.110585 0.109851
Qwen3.5-9B-MoQ-ffn_down-Q5_K.gguf 5.500000 0.063635 0.037346 0.051657 0.063191 0.053957
Qwen3.5-9B-MoQ-ffn_down-Q6_K.gguf 6.562500 0.024345 0.014558 0.023011 0.031596 0.023378