Hugging Face's logo

johnlockejrr
/
pylaia-yiddish_synth_pytorch_2

Image-to-Text
Yiddish
PyLaia
htr
ocr
Model card Files
xet
Community
johnlockejrr commited on
Commit
401c0e5
·
verified ·
1 Parent(s): 501d959

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +63 -54
README.md CHANGED
@@ -16,57 +16,66 @@ tags:
16
 
17
  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6616d277007cf0aeb2600b77/pvxg8K5otkFtoLgHArFy-.png)
18
 
19
- | epoch | lr-RMSprop | tr_cer | tr_loss | tr_wer | va_cer | va_loss | va_wer |
20
- |--------:|-------------:|---------:|----------:|---------:|---------:|----------:|----------:|
21
- | 0 | 0.0005 | 0.1025 | 20.5502 | 0.2289 | 0.0056 | 1.4467 | 0.0259 |
22
- | 1 | nan | 0.0131 | 2.8724 | 0.0615 | 0.0035 | 0.9773 | 0.0159 |
23
- | 2 | nan | 0.0101 | 2.2508 | 0.048 | 0.0028 | 0.8068 | 0.0125 |
24
- | 3 | nan | 0.0084 | 1.8979 | 0.0399 | 0.0022 | 0.6941 | 0.0095 |
25
- | 4 | nan | 0.0074 | 1.6973 | 0.0354 | 0.0021 | 0.6583 | 0.009 |
26
- | 5 | nan | 0.0068 | 1.5758 | 0.0324 | 0.0019 | 0.6147 | 0.0082 |
27
- | 6 | nan | 0.0064 | 1.486 | 0.0304 | 0.0018 | 0.5964 | 0.0076 |
28
- | 7 | nan | 0.006 | 1.4073 | 0.0284 | 0.0036 | 1.3779 | 0.0173 |
29
- | 8 | nan | 0.0057 | 1.356 | 0.0273 | 0.0016 | 0.5716 | 0.007 |
30
- | 9 | nan | 0.0055 | 1.3084 | 0.0261 | 0.0017 | 0.6097 | 0.0072 |
31
- | 10 | nan | 0.0053 | 1.2734 | 0.0253 | 0.0016 | 0.5856 | 0.0069 |
32
- | 11 | nan | 0.0051 | 1.2331 | 0.0244 | 0.0016 | 0.5667 | 0.0068 |
33
- | 12 | nan | 0.005 | 1.201 | 0.0237 | 0.0015 | 0.5611 | 0.0063 |
34
- | 13 | nan | 0.0049 | 1.1912 | 0.0233 | 0.0015 | 0.5471 | 0.0064 |
35
- | 14 | nan | 0.0047 | 1.1588 | 0.0224 | 0.0016 | 0.5514 | 0.0067 |
36
- | 15 | nan | 0.0047 | 1.1305 | 0.0221 | 0.0015 | 0.5276 | 0.0061 |
37
- | 16 | nan | 0.0045 | 1.1144 | 0.0213 | 0.0014 | 0.5274 | 0.0061 |
38
- | 17 | nan | 0.0044 | 1.0977 | 0.0209 | 0.0014 | 0.5092 | 0.0059 |
39
- | 18 | nan | 0.0044 | 1.0707 | 0.0206 | 0.0014 | 0.4964 | 0.006 |
40
- | 19 | nan | 0.0042 | 1.0559 | 0.0199 | 0.0013 | 0.5164 | 0.0053 |
41
- | 20 | nan | 0.0042 | 1.0497 | 0.0198 | 0.0014 | 0.4873 | 0.0057 |
42
- | 21 | nan | 0.0041 | 1.0332 | 0.0192 | 0.0015 | 0.5261 | 0.0067 |
43
- | 22 | nan | 0.0041 | 1.0276 | 0.019 | 0.0014 | 0.5027 | 0.0058 |
44
- | 23 | nan | 0.004 | 1.0145 | 0.0188 | 0.0014 | 0.5124 | 0.0057 |
45
- | 24 | nan | 0.004 | 1.0039 | 0.0185 | 0.0013 | 0.496 | 0.0053 |
46
- | 25 | nan | 0.0039 | 0.9812 | 0.0181 | 0.0013 | 0.4872 | 0.0053 |
47
- | 26 | nan | 0.0038 | 0.9844 | 0.018 | 0.0012 | 0.4892 | 0.0051 |
48
- | 27 | nan | 0.0038 | 0.9718 | 0.0177 | 0.0012 | 0.4878 | 0.0048 |
49
- | 28 | nan | 0.0038 | 0.9665 | 0.0177 | 0.0012 | 0.4683 | 0.005 |
50
- | 29 | nan | 0.0037 | 0.9558 | 0.0172 | 0.0012 | 0.4536 | 0.0048 |
51
- | 30 | nan | 0.0037 | 0.961 | 0.0172 | 0.0011 | 0.4538 | 0.0045 |
52
- | 31 | nan | 0.0038 | 0.9791 | 0.0176 | 0.0013 | 0.5268 | 0.005 |
53
- | 32 | nan | 0.0037 | 0.951 | 0.017 | 0.0012 | 0.5317 | 0.0052 |
54
- | 33 | nan | 0.0036 | 0.9369 | 0.0169 | 0.0012 | 0.4816 | 0.0048 |
55
- | 34 | nan | 0.0036 | 0.921 | 0.0166 | 0.0012 | 0.5023 | 0.0048 |
56
- | 35 | nan | 0.003 | 0.7728 | 0.0137 | 0.0012 | 0.4667 | 0.0049 |
57
- | 36 | nan | 0.0028 | 0.7264 | 0.0128 | 0.0011 | 0.4582 | 0.0045 |
58
- | 37 | nan | 0.0028 | 0.7114 | 0.0127 | 0.0011 | 0.4463 | 0.0043 |
59
- | 38 | nan | 0.0027 | 0.6939 | 0.0123 | 0.0011 | 0.4576 | 0.0042 |
60
- | 39 | nan | 0.0027 | 0.6936 | 0.0122 | 0.0011 | 0.4538 | 0.0043 |
61
- | 40 | nan | 0.0026 | 0.6774 | 0.012 | 0.0011 | 0.4646 | 0.0044 |
62
- | 41 | nan | 0.0026 | 0.6725 | 0.012 | 0.0011 | 0.4629 | 0.0042 |
63
- | 42 | nan | 0.0026 | 0.6748 | 0.0118 | 0.0011 | 0.4605 | 0.0042 |
64
- | 43 | nan | 0.0026 | 0.6693 | 0.0118 | 0.001 | 0.4531 | 0.0041 |
65
- | 44 | nan | 0.0026 | 0.6606 | 0.0116 | 0.001 | 0.4528 | 0.0041 |
66
- | 45 | nan | 0.0025 | 0.6547 | 0.0115 | 0.001 | 0.4526 | 0.0041 |
67
- | 46 | nan | 0.0025 | 0.6482 | 0.0114 | 0.0011 | 0.4514 | 0.0042 |
68
- | 47 | nan | 0.0025 | 0.6533 | 0.0116 | 0.001 | 0.4494 | 0.0041 |
69
- | 48 | nan | 0.0025 | 0.651 | 0.0115 | 0.001 | 0.4468 | 0.0041 |
70
- | 49 | nan | 0.0025 | 0.6624 | 0.0115 | 0.0011 | 0.4469 | 0.0041 |
71
- | 50 | nan | 0.0025 | 0.6543 | 0.0115 | 0.001 | 0.4456 | 0.0041 |
72
- | 51 | nan | 0.0025 | 0.6538 | 0.0115 | 0.0011 | 0.4474 | 0.0042 |
 
 
 
 
 
 
 
 
 
 
16
 
17
  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6616d277007cf0aeb2600b77/pvxg8K5otkFtoLgHArFy-.png)
18
 
19
+ # PyLaia Training Metrics
20
+
21
+ ## Training Summary
22
+ - Total epochs: 52
23
+ - Best validation CER: 0.001036 (epoch 47)
24
+ - Best validation WER: 0.004066 (epoch 47)
25
+
26
+ ## Full Metrics Table
27
+
28
+ | epoch | tr_cer | tr_loss | tr_wer | va_cer | va_loss | va_wer |
29
+ |----------:|---------:|----------:|---------:|---------:|----------:|---------:|
30
+ | 0.000000 | 0.102511 | 20.550213 | 0.228909 | 0.005607 | 1.446748 | 0.025887 |
31
+ | 1.000000 | 0.013082 | 2.872359 | 0.061452 | 0.003544 | 0.977254 | 0.015911 |
32
+ | 2.000000 | 0.010093 | 2.250758 | 0.048003 | 0.002787 | 0.806774 | 0.012519 |
33
+ | 3.000000 | 0.008387 | 1.897937 | 0.039916 | 0.002174 | 0.694116 | 0.009469 |
34
+ | 4.000000 | 0.007398 | 1.697335 | 0.035350 | 0.002058 | 0.658268 | 0.009019 |
35
+ | 5.000000 | 0.006802 | 1.575781 | 0.032362 | 0.001917 | 0.614705 | 0.008205 |
36
+ | 6.000000 | 0.006398 | 1.485975 | 0.030440 | 0.001798 | 0.596449 | 0.007565 |
37
+ | 7.000000 | 0.005984 | 1.407278 | 0.028440 | 0.003597 | 1.377929 | 0.017330 |
38
+ | 8.000000 | 0.005730 | 1.355985 | 0.027263 | 0.001649 | 0.571631 | 0.006976 |
39
+ | 9.000000 | 0.005494 | 1.308414 | 0.026087 | 0.001704 | 0.609703 | 0.007205 |
40
+ | 10.000000 | 0.005316 | 1.273429 | 0.025282 | 0.001609 | 0.585576 | 0.006896 |
41
+ | 11.000000 | 0.005129 | 1.233067 | 0.024386 | 0.001624 | 0.566718 | 0.006805 |
42
+ | 12.000000 | 0.005015 | 1.200999 | 0.023676 | 0.001487 | 0.561116 | 0.006289 |
43
+ | 13.000000 | 0.004933 | 1.191201 | 0.023290 | 0.001504 | 0.547125 | 0.006369 |
44
+ | 14.000000 | 0.004740 | 1.158826 | 0.022434 | 0.001563 | 0.551390 | 0.006674 |
45
+ | 15.000000 | 0.004657 | 1.130464 | 0.022109 | 0.001450 | 0.527566 | 0.006078 |
46
+ | 16.000000 | 0.004509 | 1.114411 | 0.021305 | 0.001435 | 0.527379 | 0.006123 |
47
+ | 17.000000 | 0.004429 | 1.097698 | 0.020912 | 0.001401 | 0.509225 | 0.005890 |
48
+ | 18.000000 | 0.004358 | 1.070658 | 0.020649 | 0.001421 | 0.496447 | 0.006016 |
49
+ | 19.000000 | 0.004249 | 1.055917 | 0.019901 | 0.001297 | 0.516378 | 0.005331 |
50
+ | 20.000000 | 0.004206 | 1.049686 | 0.019817 | 0.001360 | 0.487321 | 0.005667 |
51
+ | 21.000000 | 0.004093 | 1.033161 | 0.019192 | 0.001548 | 0.526055 | 0.006689 |
52
+ | 22.000000 | 0.004057 | 1.027621 | 0.019002 | 0.001376 | 0.502673 | 0.005828 |
53
+ | 23.000000 | 0.004001 | 1.014508 | 0.018822 | 0.001361 | 0.512399 | 0.005709 |
54
+ | 24.000000 | 0.003950 | 1.003913 | 0.018500 | 0.001298 | 0.496007 | 0.005319 |
55
+ | 25.000000 | 0.003864 | 0.981246 | 0.018071 | 0.001279 | 0.487199 | 0.005308 |
56
+ | 26.000000 | 0.003849 | 0.984405 | 0.018042 | 0.001238 | 0.489225 | 0.005063 |
57
+ | 27.000000 | 0.003797 | 0.971805 | 0.017749 | 0.001190 | 0.487824 | 0.004838 |
58
+ | 28.000000 | 0.003787 | 0.966469 | 0.017727 | 0.001231 | 0.468324 | 0.005042 |
59
+ | 29.000000 | 0.003697 | 0.955839 | 0.017186 | 0.001200 | 0.453560 | 0.004790 |
60
+ | 30.000000 | 0.003690 | 0.961032 | 0.017177 | 0.001140 | 0.453792 | 0.004524 |
61
+ | 31.000000 | 0.003773 | 0.979120 | 0.017593 | 0.001265 | 0.526798 | 0.004998 |
62
+ | 32.000000 | 0.003655 | 0.951006 | 0.017039 | 0.001250 | 0.531670 | 0.005180 |
63
+ | 33.000000 | 0.003613 | 0.936915 | 0.016874 | 0.001192 | 0.481596 | 0.004827 |
64
+ | 34.000000 | 0.003560 | 0.920974 | 0.016640 | 0.001190 | 0.502282 | 0.004755 |
65
+ | 35.000000 | 0.002972 | 0.772762 | 0.013666 | 0.001186 | 0.466747 | 0.004863 |
66
+ | 36.000000 | 0.002802 | 0.726356 | 0.012762 | 0.001127 | 0.458169 | 0.004509 |
67
+ | 37.000000 | 0.002763 | 0.711398 | 0.012652 | 0.001090 | 0.446273 | 0.004346 |
68
+ | 38.000000 | 0.002683 | 0.693865 | 0.012302 | 0.001060 | 0.457616 | 0.004171 |
69
+ | 39.000000 | 0.002673 | 0.693615 | 0.012196 | 0.001068 | 0.453765 | 0.004270 |
70
+ | 40.000000 | 0.002621 | 0.677396 | 0.011972 | 0.001098 | 0.464599 | 0.004382 |
71
+ | 41.000000 | 0.002617 | 0.672459 | 0.011962 | 0.001062 | 0.462883 | 0.004217 |
72
+ | 42.000000 | 0.002610 | 0.674766 | 0.011838 | 0.001058 | 0.460468 | 0.004213 |
73
+ | 43.000000 | 0.002580 | 0.669272 | 0.011772 | 0.001047 | 0.453072 | 0.004141 |
74
+ | 44.000000 | 0.002565 | 0.660597 | 0.011639 | 0.001038 | 0.452772 | 0.004078 |
75
+ | 45.000000 | 0.002528 | 0.654716 | 0.011505 | 0.001044 | 0.452606 | 0.004130 |
76
+ | 46.000000 | 0.002501 | 0.648220 | 0.011370 | 0.001060 | 0.451370 | 0.004214 |
77
+ | 47.000000 | 0.002542 | 0.653288 | 0.011591 | 0.001036 | 0.449435 | 0.004066 |
78
+ | 48.000000 | 0.002520 | 0.650962 | 0.011476 | 0.001038 | 0.446807 | 0.004070 |
79
+ | 49.000000 | 0.002543 | 0.662387 | 0.011516 | 0.001050 | 0.446939 | 0.004147 |
80
+ | 50.000000 | 0.002528 | 0.654322 | 0.011490 | 0.001044 | 0.445585 | 0.004111 |
81
+ | 51.000000 | 0.002518 | 0.653832 | 0.011452 | 0.001051 | 0.447358 | 0.004158 |