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pylaia-heb_synth_lines_pytorch_2

Text Generation
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pylaia
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@@ -8,4 +8,90 @@ metrics:
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  - cer
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  pipeline_tag: text-generation
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  library_name: pylaia
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  - cer
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  pipeline_tag: text-generation
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  library_name: pylaia
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+ ---
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+ # Pretrained
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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6616d277007cf0aeb2600b77/cjqt48Pr_QSQv3Filv0vj.png)
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+ # PyLaia Training Metrics
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+ ## Training Summary
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+ - Total epochs: 76
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+ - Best validation CER: 0.005937 (epoch 65)
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+ - Best validation WER: 0.016457 (epoch 62)
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+ ## Full Metrics Table
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+ | epoch | tr_cer | tr_wer | train_loss_epoch | train_loss_step | va_cer | va_wer | val_loss |
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+ |--------:|---------:|---------:|-------------------:|------------------:|---------:|---------:|-----------:|
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+ | 0 | 0.129245 | 0.31886 | 39.4692 | 12.3066 | 0.016895 | 0.052086 | 5.70541 |
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+ | 1 | 0.027248 | 0.109056 | 8.92865 | 11.5946 | 0.012966 | 0.043093 | 4.50416 |
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+ | 2 | 0.02189 | 0.086051 | 7.20965 | 2.85532 | 0.0108 | 0.029745 | 3.50374 |
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+ | 3 | 0.01887 | 0.074292 | 6.18997 | 7.53472 | 0.009848 | 0.028535 | 3.24674 |
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+ | 4 | 0.017496 | 0.067933 | 5.74712 | 2.76993 | 0.01269 | 0.031484 | 4.38984 |
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+ | 5 | 0.016812 | 0.063935 | 5.5235 | 4.21415 | 0.00976 | 0.0278 | 3.24001 |
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+ | 6 | 0.015686 | 0.060124 | 5.10744 | 1.70046 | 0.008806 | 0.02412 | 2.912 |
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+ | 7 | 0.01477 | 0.056549 | 4.81694 | 0.78812 | 0.008375 | 0.022697 | 2.72714 |
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+ | 8 | 0.014652 | 0.055727 | 4.73216 | 1.51364 | 0.009163 | 0.02446 | 2.85291 |
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+ | 9 | 0.013993 | 0.053153 | 4.51401 | 8.49484 | 0.008506 | 0.022889 | 2.64098 |
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+ | 10 | 0.013825 | 0.051805 | 4.46963 | 17.547 | 0.009276 | 0.024612 | 2.9348 |
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+ | 11 | 0.013776 | 0.050979 | 4.4778 | 1.46055 | 0.007802 | 0.02094 | 2.4691 |
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+ | 12 | 0.013263 | 0.04988 | 4.29078 | 12.1256 | 0.008381 | 0.021463 | 2.56431 |
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+ | 13 | 0.012958 | 0.048507 | 4.16489 | 0.517483 | 0.009516 | 0.025627 | 2.99656 |
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+ | 14 | 0.012718 | 0.047834 | 4.08675 | 15.1593 | 0.007643 | 0.020674 | 2.38766 |
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+ | 15 | 0.012782 | 0.047346 | 4.14667 | 11.5345 | 0.008414 | 0.022718 | 2.53537 |
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+ | 16 | 0.013121 | 0.04756 | 4.28663 | 0.704873 | 0.008986 | 0.022636 | 2.85818 |
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+ | 17 | 0.012989 | 0.047326 | 4.20438 | 0.226486 | 0.007613 | 0.019826 | 2.36213 |
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+ | 18 | 0.012409 | 0.045543 | 3.986 | 8.26527 | 0.008039 | 0.021331 | 2.44117 |
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+ | 19 | 0.012467 | 0.045933 | 4.01241 | 1.33168 | 0.007981 | 0.020712 | 2.5643 |
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+ | 20 | 0.012641 | 0.046513 | 4.09855 | 1.48213 | 0.008311 | 0.021949 | 2.48846 |
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+ | 21 | 0.012292 | 0.045097 | 3.96557 | 1.26379 | 0.007863 | 0.020584 | 2.38992 |
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+ | 22 | 0.012018 | 0.044462 | 3.863 | 23.7959 | 0.008187 | 0.020854 | 2.48543 |
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+ | 23 | 0.011232 | 0.040438 | 3.53586 | 0.883133 | 0.007534 | 0.020268 | 2.27983 |
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+ | 24 | 0.010547 | 0.037563 | 3.28549 | 0.167232 | 0.007306 | 0.020027 | 2.25233 |
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+ | 25 | 0.010414 | 0.037 | 3.27071 | 0.371634 | 0.007236 | 0.020221 | 2.22727 |
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+ | 26 | 0.010176 | 0.036015 | 3.17962 | 1.32554 | 0.007038 | 0.019737 | 2.18342 |
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+ | 27 | 0.010005 | 0.035514 | 3.13593 | 1.54786 | 0.006995 | 0.019352 | 2.15701 |
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+ | 28 | 0.009769 | 0.0347 | 3.03312 | 3.60537 | 0.006651 | 0.018249 | 2.08475 |
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+ | 29 | 0.009681 | 0.034254 | 3.00317 | 1.65505 | 0.006729 | 0.018778 | 2.072 |
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+ | 30 | 0.009502 | 0.033844 | 2.94229 | 0.635581 | 0.00678 | 0.018843 | 2.10965 |
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+ | 31 | 0.009577 | 0.033859 | 2.94446 | 0.213813 | 0.006994 | 0.01945 | 2.14548 |
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+ | 32 | 0.00963 | 0.033855 | 2.95764 | 0.406756 | 0.006863 | 0.01937 | 2.09923 |
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+ | 33 | 0.009445 | 0.033263 | 2.95371 | 0.665865 | 0.006856 | 0.018825 | 2.08154 |
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+ | 34 | 0.009255 | 0.032772 | 2.86192 | 0.996484 | 0.006557 | 0.018038 | 2.00478 |
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+ | 35 | 0.009224 | 0.032645 | 2.8533 | 9.40311 | 0.006938 | 0.019332 | 2.10517 |
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+ | 36 | 0.009375 | 0.03285 | 2.89019 | 2.9548 | 0.006606 | 0.018241 | 2.02943 |
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+ | 37 | 0.009225 | 0.032457 | 2.84777 | 12.7469 | 0.007089 | 0.019089 | 2.14697 |
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+ | 38 | 0.009138 | 0.031929 | 2.8019 | 0.16169 | 0.006444 | 0.017973 | 1.96117 |
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+ | 39 | 0.009054 | 0.031969 | 2.79038 | 14.2437 | 0.006723 | 0.018281 | 1.99717 |
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+ | 40 | 0.009104 | 0.031877 | 2.79368 | 8.42458 | 0.006686 | 0.018588 | 2.0263 |
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+ | 41 | 0.009042 | 0.031731 | 2.79296 | 0.014788 | 0.006775 | 0.019004 | 2.04582 |
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+ | 42 | 0.008958 | 0.031392 | 2.75503 | 0.895635 | 0.006447 | 0.018211 | 1.9721 |
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+ | 43 | 0.008843 | 0.031237 | 2.73262 | 5.40016 | 0.006335 | 0.017754 | 1.94061 |
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+ | 44 | 0.0089 | 0.031457 | 2.73986 | 0.01812 | 0.00648 | 0.017889 | 1.96678 |
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+ | 45 | 0.008895 | 0.031266 | 2.7319 | 0.235641 | 0.006433 | 0.017983 | 1.95497 |
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+ | 46 | 0.008668 | 0.030706 | 2.68418 | 3.64022 | 0.006313 | 0.01754 | 1.91343 |
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+ | 47 | 0.008705 | 0.030696 | 2.68547 | 9.00642 | 0.006597 | 0.018216 | 1.96827 |
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+ | 48 | 0.008727 | 0.030832 | 2.68516 | 0.309562 | 0.006333 | 0.017886 | 1.94401 |
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+ | 49 | 0.008538 | 0.030283 | 2.64099 | 0.014653 | 0.006258 | 0.017683 | 1.92426 |
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+ | 50 | 0.008553 | 0.030119 | 2.62904 | 0.243859 | 0.006267 | 0.01731 | 1.91222 |
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+ | 51 | 0.00859 | 0.030244 | 2.64838 | 0.788468 | 0.006256 | 0.017584 | 1.9147 |
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+ | 52 | 0.008542 | 0.030204 | 2.61293 | 1.36889 | 0.006164 | 0.017457 | 1.90145 |
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+ | 53 | 0.008511 | 0.030127 | 2.60048 | 3.81542 | 0.006275 | 0.017553 | 1.90049 |
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+ | 54 | 0.008507 | 0.030023 | 2.58761 | 0.250174 | 0.006136 | 0.017044 | 1.87604 |
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+ | 55 | 0.008361 | 0.029653 | 2.57442 | 0.036428 | 0.006122 | 0.017115 | 1.86923 |
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+ | 56 | 0.008348 | 0.029541 | 2.57007 | 0.167346 | 0.006051 | 0.017036 | 1.84211 |
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+ | 57 | 0.00835 | 0.029681 | 2.60374 | 0.025574 | 0.005967 | 0.01684 | 1.83604 |
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+ | 58 | 0.008356 | 0.029606 | 2.56192 | 0.150598 | 0.006249 | 0.017518 | 1.89512 |
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+ | 59 | 0.008439 | 0.029808 | 2.57937 | 0.088004 | 0.006153 | 0.017248 | 1.89009 |
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+ | 60 | 0.008303 | 0.029524 | 2.55604 | 11.6615 | 0.006058 | 0.017358 | 1.86274 |
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+ | 61 | 0.008235 | 0.029226 | 2.53185 | 0.484483 | 0.006156 | 0.017041 | 1.90813 |
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+ | 62 | 0.008354 | 0.029538 | 2.56148 | 9.77606 | 0.005976 | 0.016457 | 1.8516 |
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+ | 63 | 0.008138 | 0.028867 | 2.49159 | 0.092906 | 0.006003 | 0.016879 | 1.84359 |
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+ | 64 | 0.008134 | 0.028773 | 2.47939 | 11.7722 | 0.005976 | 0.016716 | 1.83542 |
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+ | 65 | 0.008106 | 0.028679 | 2.48362 | 8.10345 | 0.005937 | 0.016689 | 1.82221 |
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+ | 66 | 0.008114 | 0.028817 | 2.46834 | 0.496928 | 0.005938 | 0.016746 | 1.82858 |
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+ | 67 | 0.008079 | 0.02861 | 2.47971 | 2.91834 | 0.00596 | 0.016791 | 1.82926 |
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+ | 68 | 0.00809 | 0.028662 | 2.47953 | 4.82707 | 0.005963 | 0.016743 | 1.82742 |
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+ | 69 | 0.008074 | 0.028644 | 2.47506 | 1.08142 | 0.005979 | 0.016915 | 1.82871 |
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+ | 70 | 0.008035 | 0.028538 | 2.45257 | 0.458501 | 0.005944 | 0.016721 | 1.83211 |
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+ | 71 | 0.00808 | 0.028751 | 2.46476 | 0.604646 | 0.005949 | 0.016764 | 1.83054 |
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+ | 72 | 0.008029 | 0.028533 | 2.45826 | 9.35829 | 0.005937 | 0.016716 | 1.82579 |
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+ | 73 | 0.008038 | 0.028501 | 2.44883 | 1.12761 | 0.005954 | 0.016793 | 1.82871 |
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+ | 74 | 0.008088 | 0.028739 | 2.46324 | 0.010121 | 0.005958 | 0.016824 | 1.82953 |
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+ | 75 | 0.008065 | 0.028638 | 2.45915 | 0.812815 | 0.005949 | 0.016781 | 1.82817 |