File size: 1,069 Bytes
cdd06fa
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
====== Perplexity statistics ======
Mean PPL(Q)                   :   8.131662 ±   0.051148
Mean PPL(base)                :   7.534124 ±   0.048206
Cor(ln(PPL(Q)), ln(PPL(base))):  98.65%
Mean ln(PPL(Q)/PPL(base))     :   0.076323 ±   0.001049
Mean PPL(Q)/PPL(base)         :   1.079311 ±   0.001132
Mean PPL(Q)-PPL(base)         :   0.597538 ±   0.008682

====== KL divergence statistics ======
Mean    KLD:   0.071229 ±   0.000357
Maximum KLD:   8.778745
99.9%   KLD:   1.718901
99.0%   KLD:   0.556955
99.0%   KLD:   0.556955
Median  KLD:   0.043398
10.0%   KLD:   0.004498
 5.0%   KLD:   0.001689
 1.0%   KLD:   0.000269
Minimum KLD:   0.000002

====== Token probability statistics ======
Mean    Δp: -2.728 ± 0.019 %
Maximum Δp: 77.285%
99.9%   Δp: 27.656%
99.0%   Δp: 12.070%
95.0%   Δp:  4.429%
90.0%   Δp:  1.963%
75.0%   Δp:  0.065%
Median  Δp: -0.636%
25.0%   Δp: -4.334%
10.0%   Δp: -10.131%
 5.0%   Δp: -14.930%
 1.0%   Δp: -30.238%
 0.1%   Δp: -67.515%
Minimum Δp: -97.118%
RMS Δp    :  7.864 ± 0.049 %
Same top p: 88.252 ± 0.085 %