File size: 1,066 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)                   :   7.586838 ±   0.048693
Mean PPL(base)                :   7.534124 ±   0.048206
Cor(ln(PPL(Q)), ln(PPL(base))):  99.91%
Mean ln(PPL(Q)/PPL(base))     :   0.006972 ±   0.000278
Mean PPL(Q)/PPL(base)         :   1.006997 ±   0.000280
Mean PPL(Q)-PPL(base)         :   0.052714 ±   0.002153

====== KL divergence statistics ======
Mean    KLD:   0.004726 ±   0.000029
Maximum KLD:   1.109797
99.9%   KLD:   0.120477
99.0%   KLD:   0.036395
99.0%   KLD:   0.036395
Median  KLD:   0.002865
10.0%   KLD:   0.000173
 5.0%   KLD:   0.000053
 1.0%   KLD:   0.000006
Minimum KLD:  -0.000141

====== Token probability statistics ======
Mean    Δp: -0.024 ± 0.005 %
Maximum Δp: 40.801%
99.9%   Δp: 10.374%
99.0%   Δp:  4.971%
95.0%   Δp:  2.605%
90.0%   Δp:  1.614%
75.0%   Δp:  0.410%
Median  Δp: -0.000%
25.0%   Δp: -0.359%
10.0%   Δp: -1.547%
 5.0%   Δp: -2.679%
 1.0%   Δp: -6.014%
 0.1%   Δp: -15.549%
Minimum Δp: -67.857%
RMS Δp    :  1.918 ± 0.020 %
Same top p: 96.547 ± 0.048 %