michaelw9999/

Qwen3.5-9B-NVFP4-MTP-GGUF

====== Perplexity statistics ======
Mean PPL(Q)                   :   8.252679 ±   0.055494
Mean PPL(base)                :   8.184061 ±   0.055382
Cor(ln(PPL(Q)), ln(PPL(base))):  98.68%
Mean ln(PPL(Q)/PPL(base))     :   0.008349 ±   0.001098
Mean PPL(Q)/PPL(base)         :   1.008384 ±   0.001108
Mean PPL(Q)-PPL(base)         :   0.068618 ±   0.009021

====== KL divergence statistics ======
Mean    KLD:   0.061969 ±   0.000836
Maximum KLD:  25.706320
99.9%   KLD:   3.060981
99.0%   KLD:   0.504558
95.0%   KLD:   0.178821
90.0%   KLD:   0.113534
Median  KLD:   0.027535
10.0%   KLD:   0.001330
 5.0%   KLD:   0.000385
 1.0%   KLD:   0.000052
 0.1%   KLD:   0.000007
Minimum KLD:  -0.000136

====== Token probability statistics ======
Mean    Δp: -0.496 ± 0.017 %
Maximum Δp: 99.953%
99.9%   Δp: 49.024%
99.0%   Δp: 16.581%
95.0%   Δp:  7.308%
90.0%   Δp:  4.173%
75.0%   Δp:  0.814%
Median  Δp: -0.013%
25.0%   Δp: -1.507%
10.0%   Δp: -5.672%
 5.0%   Δp: -9.537%
 1.0%   Δp: -21.667%
 0.1%   Δp: -51.141%
Minimum Δp: -99.820%
RMS Δp    :  6.656 ± 0.056 %
Same top p: 89.216 ± 0.081 %
Top flip weight:   0.009668
Top prob RMSE  :   0.080021
Entropy RMSE   :   0.272950

====== Perplexity statistics ======
Mean PPL(Q)                   :   8.511450 ±   0.057807
Mean PPL(base)                :   8.184061 ±   0.055382
Cor(ln(PPL(Q)), ln(PPL(base))):  98.30%
Mean ln(PPL(Q)/PPL(base))     :   0.039224 ±   0.001251
Mean PPL(Q)/PPL(base)         :   1.040003 ±   0.001301
Mean PPL(Q)-PPL(base)         :   0.327389 ±   0.010714

====== KL divergence statistics ======
Mean    KLD:   0.082267 ±   0.000935
Maximum KLD:  26.195276
99.9%   KLD:   3.699525
99.0%   KLD:   0.655555
95.0%   KLD:   0.239608
90.0%   KLD:   0.155213
Median  KLD:   0.038994
10.0%   KLD:   0.001889
 5.0%   KLD:   0.000544
 1.0%   KLD:   0.000079
 0.1%   KLD:   0.000011
Minimum KLD:  -0.000016

====== Token probability statistics ======
Mean    Δp: -0.911 ± 0.020 %
Maximum Δp: 99.991%
99.9%   Δp: 50.329%
99.0%   Δp: 17.867%
95.0%   Δp:  8.117%
90.0%   Δp:  4.473%
75.0%   Δp:  0.746%
Median  Δp: -0.044%
25.0%   Δp: -2.061%
10.0%   Δp: -7.160%
 5.0%   Δp: -11.774%
 1.0%   Δp: -27.189%
 0.1%   Δp: -62.353%
Minimum Δp: -99.881%
RMS Δp    :  7.690 ± 0.057 %
Same top p: 87.429 ± 0.086 %

====== Perplexity statistics ======
Mean PPL(Q)                   :   8.676226 ±   0.059423
Mean PPL(base)                :   8.184061 ±   0.055382
Cor(ln(PPL(Q)), ln(PPL(base))):  98.30%
Mean ln(PPL(Q)/PPL(base))     :   0.058398 ±   0.001259
Mean PPL(Q)/PPL(base)         :   1.060137 ±   0.001334
Mean PPL(Q)-PPL(base)         :   0.492165 ±   0.011330

====== KL divergence statistics ======
Mean    KLD:   0.085222 ±   0.000895
Maximum KLD:  27.925140
99.9%   KLD:   3.518223
99.0%   KLD:   0.672682
95.0%   KLD:   0.250890
90.0%   KLD:   0.164238
Median  KLD:   0.042011
10.0%   KLD:   0.001942
 5.0%   KLD:   0.000554
 1.0%   KLD:   0.000077
 0.1%   KLD:   0.000011
Minimum KLD:  -0.000043

====== Token probability statistics ======
Mean    Δp: -0.996 ± 0.020 %
Maximum Δp: 99.998%
99.9%   Δp: 48.766%
99.0%   Δp: 18.332%
95.0%   Δp:  8.174%
90.0%   Δp:  4.538%
75.0%   Δp:  0.727%
Median  Δp: -0.053%
25.0%   Δp: -2.165%
10.0%   Δp: -7.505%
 5.0%   Δp: -12.305%
 1.0%   Δp: -27.862%
 0.1%   Δp: -63.063%
Minimum Δp: -99.966%
RMS Δp    :  7.856 ± 0.056 %
Same top p: 87.312 ± 0.087 %