File size: 1,069 Bytes
6583e65
10312a8
a5d4592
10312a8
 
 
 
6583e65
 
10312a8
 
 
 
 
 
 
 
 
 
6583e65
 
10312a8
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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)                   :   8.869361 ±   0.056188
Mean PPL(base)                :   7.237090 ±   0.045539
Cor(ln(PPL(Q)), ln(PPL(base))):  96.40%
Mean ln(PPL(Q)/PPL(base))     :   0.203384 ±   0.001694
Mean PPL(Q)/PPL(base)         :   1.225543 ±   0.002076
Mean PPL(Q)-PPL(base)         :   1.632272 ±   0.017247

====== KL divergence statistics ======
Mean    KLD:   0.171689 ±   0.000675
Maximum KLD:   8.647476
99.9%   KLD:   3.093943
99.0%   KLD:   1.167801
99.0%   KLD:   1.167801
Median  KLD:   0.116922
10.0%   KLD:   0.009604
 5.0%   KLD:   0.003321
 1.0%   KLD:   0.000607
Minimum KLD:   0.000004

====== Token probability statistics ======
Mean    Δp: -5.020 ± 0.030 %
Maximum Δp: 68.248%
99.9%   Δp: 34.217%
99.0%   Δp: 17.833%
95.0%   Δp:  7.053%
90.0%   Δp:  2.939%
75.0%   Δp:  0.031%
Median  Δp: -1.308%
25.0%   Δp: -7.961%
10.0%   Δp: -18.717%
 5.0%   Δp: -26.619%
 1.0%   Δp: -49.119%
 0.1%   Δp: -82.457%
Minimum Δp: -99.092%
RMS Δp    : 12.587 ± 0.055 %
Same top p: 80.614 ± 0.104 %