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)                   :   9.061287 ±   0.057476
Mean PPL(base)                :   7.534124 ±   0.048206
Cor(ln(PPL(Q)), ln(PPL(base))):  96.76%
Mean ln(PPL(Q)/PPL(base))     :   0.184569 ±   0.001623
Mean PPL(Q)/PPL(base)         :   1.202700 ±   0.001952
Mean PPL(Q)-PPL(base)         :   1.527163 ±   0.016298

====== KL divergence statistics ======
Mean    KLD:   0.164457 ±   0.000676
Maximum KLD:   9.411176
99.9%   KLD:   2.855778
99.0%   KLD:   1.234465
99.0%   KLD:   1.234465
Median  KLD:   0.104662
10.0%   KLD:   0.009321
 5.0%   KLD:   0.002701
 1.0%   KLD:   0.000294
Minimum KLD:   0.000001

====== Token probability statistics ======
Mean    Δp: -5.112 ± 0.033 %
Maximum Δp: 77.844%
99.9%   Δp: 38.199%
99.0%   Δp: 18.699%
95.0%   Δp:  6.729%
90.0%   Δp:  2.723%
75.0%   Δp:  0.066%
Median  Δp: -1.070%
25.0%   Δp: -7.642%
10.0%   Δp: -18.119%
 5.0%   Δp: -27.580%
 1.0%   Δp: -59.212%
 0.1%   Δp: -82.003%
Minimum Δp: -99.539%
RMS Δp    : 13.476 ± 0.061 %
Same top p: 81.696 ± 0.102 %