nlewins/whisper-base-translate-X-tl - AI Model Zoo

Model with WER of 75.7

<table> <thead> <tr> <th> Step </th> <th> Training Loss </th> <th> Validation Loss </th> <th> Wer </th> <th> Wer Un Norm </th> <th> Bleu </th> <th> Bleu Un Norm </th> </tr> </thead> <tbody> <tr> <td> 100 </td> <td> 3.6816 </td> <td> 2.392145 </td> <td> 729.02228 </td> <td> 726.145382 </td> <td> 0.391999 </td> <td> 0.349957 </td> </tr> <tr> <td> 200 </td> <td> 2.2234 </td> <td> 2.113146 </td> <td> 369.348992 </td> <td> 368.51356 </td> <td> 1.40174 </td> <td> 1.412061 </td> </tr> <tr> <td> 300 </td> <td> 2.0032 </td> <td> 1.983352 </td> <td> 167.28046 </td> <td> 165.178441 </td> <td> 3.897032 </td> <td> 4.170831 </td> </tr> <tr> <td> 400 </td> <td> 1.8273 </td> <td> 1.896273 </td> <td> 179.503166 </td> <td> 177.559764 </td> <td> 4.327895 </td> <td> 4.640014 </td> </tr> <tr> <td> 500 </td> <td> 1.7754 </td> <td> 1.826463 </td> <td> 162.848582 </td> <td> 162.481133 </td> <td> 5.313027 </td> <td> 5.476712 </td> </tr> <tr> <td> 600 </td> <td> 1.7139 </td> <td> 1.773196 </td> <td> 146.537142 </td> <td> 147.329471 </td> <td> 6.289009 </td> <td> 6.589838 </td> </tr> <tr> <td> 700 </td> <td> 1.6181 </td> <td> 1.724686 </td> <td> 146.251994 </td> <td> 148.366522 </td> <td> 6.775205 </td> <td> 7.103747 </td> </tr> <tr> <td> 800 </td> <td> 1.4587 </td> <td> 1.68848 </td> <td> 128.741965 </td> <td> 128.84269 </td> <td> 8.388714 </td> <td> 8.923717 </td> </tr> <tr> <td> 900 </td> <td> 1.2679 </td> <td> 1.664613 </td> <td> 140.5152 </td> <td> 140.931886 </td> <td> 7.6391 </td> <td> 7.981722 </td> </tr> <tr> <td> 1000 </td> <td> 1.2513 </td> <td> 1.631319 </td> <td> 140.824513 </td> <td> 143.940796 </td> <td> 8.081829 </td> <td> 8.360869 </td> </tr> <tr> <td> 1100 </td> <td> 1.2326 </td> <td> 1.610381 </td> <td> 123.299986 </td> <td> 127.026632 </td> <td> 9.515088 </td> <td> 9.627785 </td> </tr> <tr> <td> 1200 </td> <td> 1.1491 </td> <td> 1.592326 </td> <td> 123.807453 </td> <td> 126.471591 </td> <td> 9.660822 </td> <td> 9.874226 </td> </tr> <tr> <td> 1300 </td> <td> 1.1964 </td> <td> 1.567344 </td> <td> 117.954666 </td> <td> 121.8998 </td> <td> 10.492051 </td> <td> 10.612238 </td> </tr> <tr> <td> 1400 </td> <td> 1.1144 </td> <td> 1.556149 </td> <td> 123.193659 </td> <td> 125.697454 </td> <td> 10.339111 </td> <td> 10.617892 </td> </tr> <tr> <td> 1500 </td> <td> 1.1275 </td> <td> 1.533514 </td> <td> 107.099705 </td> <td> 111.14952 </td> <td> 12.349676 </td> <td> 12.260823 </td> </tr> <tr> <td> 1600 </td> <td> 0.9602 </td> <td> 1.538467 </td> <td> 98.777246 </td> <td> 102.819027 </td> <td> 13.213602 </td> <td> 13.126181 </td> </tr> <tr> <td> 1700 </td> <td> 0.8513 </td> <td> 1.544867 </td> <td> 97.79131 </td> <td> 99.444958 </td> <td> 13.40251 </td> <td> 13.864389 </td> </tr> <tr> <td> 1800 </td> <td> 0.8479 </td> <td> 1.519826 </td> <td> 93.736407 </td> <td> 98.622134 </td> <td> 14.289348 </td> <td> 13.730261 </td> </tr> <tr> <td> 1900 </td> <td> 0.8481 </td> <td> 1.519499 </td> <td> 93.630081 </td> <td> 95.890744 </td> <td> 14.279009 </td> <td> 14.474117 </td> </tr> <tr> <td> 2000 </td> <td> 0.7845 </td> <td> 1.507687 </td> <td> 110.714804 </td> <td> 112.011296 </td> <td> 12.436779 </td> <td> 12.932187 </td> </tr> <tr> <td> 2100 </td> <td> 0.7898 </td> <td> 1.506574 </td> <td> 114.61505 </td> <td> 117.031014 </td> <td> 11.718285 </td> <td> 12.043461 </td> </tr> <tr> <td> 2200 </td> <td> 0.7831 </td> <td> 1.500533 </td> <td> 99.656856 </td> <td> 101.699206 </td> <td> 13.998852 </td> <td> 14.277833 </td> </tr> <tr> <td> 2300 </td> <td> 0.7539 </td> <td> 1.489868 </td> <td> 108.989416 </td> <td> 111.354009 </td> <td> 13.35961 </td> <td> 13.707473 </td> </tr> <tr> <td> 2400 </td> <td> 0.5725 </td> <td> 1.516225 </td> <td> 94.804504 </td> <td> 97.034909 </td> <td> 14.870967 </td> <td> 15.127174 </td> </tr> <tr> <td> 2500 </td> <td> 0.573 </td> <td> 1.523544 </td> <td> 104.86685 </td> <td> 106.864989 </td> <td> 13.859988 </td> <td> 14.288079 </td> </tr> <tr> <td> 2600 </td> <td> 0.5654 </td> <td> 1.527828 </td> <td> 100.227152 </td> <td> 102.906665 </td> <td> 14.250613 </td> <td> 14.635452 </td> </tr> <tr> <td> 2700 </td> <td> 0.5682 </td> <td> 1.517544 </td> <td> 105.292156 </td> <td> 106.17849 </td> <td> 13.585538 </td> <td> 14.187015 </td> </tr> <tr> <td> 2800 </td> <td> 0.54 </td> <td> 1.516578 </td> <td> 91.431057 </td> <td> 92.45825 </td> <td> 15.80101 </td> <td> 15.946968 </td> </tr> <tr> <td> 2900 </td> <td> 0.5199 </td> <td> 1.51551 </td> <td> 90.391958 </td> <td> 92.896441 </td> <td> 16.334399 </td> <td> 16.573056 </td> </tr> <tr> <td> 3000 </td> <td> 0.5502 </td> <td> 1.508968 </td> <td> 84.954811 </td> <td> 87.419056 </td> <td> 17.15677 </td> <td> 17.229214 </td> </tr> <tr> <td> 3100 </td> <td> 0.4631 </td> <td> 1.540384 </td> <td> 90.865594 </td> <td> 93.451483 </td> <td> 16.084694 </td> <td> 16.161478 </td> </tr> <tr> <td> 3200 </td> <td> 0.3874 </td> <td> 1.549461 </td> <td> 87.153835 </td> <td> 88.704416 </td> <td> 16.606294 </td> <td> 16.851206 </td> </tr> <tr> <td> 3300 </td> <td> 0.3734 </td> <td> 1.557186 </td> <td> 98.41477 </td> <td> 100.034082 </td> <td> 15.123503 </td> <td> 15.416167 </td> </tr> <tr> <td> 3400 </td> <td> 0.3847 </td> <td> 1.553226 </td> <td> 81.470204 </td> <td> 83.889186 </td> <td> 17.908715 </td> <td> 18.077431 </td> </tr> <tr> <td> 3500 </td> <td> 0.3566 </td> <td> 1.566881 </td> <td> 88.801895 </td> <td> 90.515604 </td> <td> 16.736677 </td> <td> 16.872279 </td> </tr> <tr> <td> 3600 </td> <td> 0.3517 </td> <td> 1.564744 </td> <td> 88.845392 </td> <td> 90.37441 </td> <td> 16.90368 </td> <td> 16.793642 </td> </tr> <tr> <td> 3700 </td> <td> 0.3543 </td> <td> 1.557089 </td> <td> 86.245227 </td> <td> 88.383076 </td> <td> 17.203078 </td> <td> 17.47995 </td> </tr> <tr> <td> 3800 </td> <td> 0.3461 </td> <td> 1.57522 </td> <td> 84.867817 </td> <td> 87.316812 </td> <td> 17.309623 </td> <td> 17.141061 </td> </tr> <tr> <td> 3900 </td> <td> 0.2567 </td> <td> 1.60344 </td> <td> 84.40868 </td> <td> 85.690637 </td> <td> 17.586885 </td> <td> 17.450184 </td> </tr> <tr> <td> 4000 </td> <td> 0.2317 </td> <td> 1.618322 </td> <td> 82.721956 </td> <td> 85.096645 </td> <td> 17.494154 </td> <td> 17.193019 </td> </tr> <tr> <td> 4100 </td> <td> 0.2381 </td> <td> 1.625626 </td> <td> 96.790875 </td> <td> 98.047617 </td> <td> 15.58334 </td> <td> 15.882444 </td> </tr> <tr> <td> 4200 </td> <td> 0.2287 </td> <td> 1.624966 </td> <td> 92.687642 </td> <td> 95.009494 </td> <td> 16.385899 </td> <td> 16.433272 </td> </tr> <tr> <td> 4300 </td> <td> 0.2343 </td> <td> 1.632548 </td> <td> 83.727224 </td> <td> 86.094747 </td> <td> 17.835843 </td> <td> 17.900975 </td> </tr> <tr> <td> 4400 </td> <td> 0.2295 </td> <td> 1.622179 </td> <td> 76.970664 </td> <td> 79.50241 </td> <td> 19.194797 </td> <td> 19.238961 </td> </tr> <tr> <td> 4500 </td> <td> 0.2287 </td> <td> 1.630086 </td> <td> 81.33488 </td> <td> 83.236769 </td> <td> 18.498231 </td> <td> 18.890384 </td> </tr> <tr> <td> 4600 </td> <td> 0.2267 </td> <td> 1.634346 </td> <td> 86.071239 </td> <td> 87.633283 </td> <td> 17.500871 </td> <td> 17.823633 </td> </tr> <tr> <td> 4700 </td> <td> 0.1434 </td> <td> 1.67623 </td> <td> 75.723745 </td> <td> 78.13915 </td> <td> 19.339155 </td> <td> 19.54684 </td> </tr> <tr> <td> 4800 </td> <td> 0.136 </td> <td> 1.683955 </td> <td> 85.515441 </td> <td> 87.229174 </td> <td> 17.897667 </td> <td> 18.150707 </td> </tr> <tr> <td> 4900 </td> <td> 0.143 </td> <td> 1.682836 </td> <td> 79.213184 </td> <td> 80.568674 </td> <td> 18.971222 </td> <td> 19.251104 </td> </tr> <tr> <td> 5000 </td> <td> 0.1438 </td> <td> 1.680524 </td> <td> 78.048427 </td> <td> 80.554068 </td> <td> 19.111728 </td> <td> 19.337727 </td> </tr> <tr> <td> 5100 </td> <td> 0.1438 </td> <td> 1.686076 </td> <td> 85.022474 </td> <td> 87.28273 </td> <td> 17.833104 </td> <td> 17.978243 </td> </tr> <tr> <td> 5200 </td> <td> 0.1463 </td> <td> 1.694764 </td> <td> 83.553236 </td> <td> 85.43746 </td> <td> 18.361079 </td> <td> 18.286384 </td> </tr> <tr> <td> 5300 </td> <td> 0.1462 </td> <td> 1.68418 </td> <td> 78.754048 </td> <td> 81.001996 </td> <td> 18.853231 </td> <td> 19.087852 </td> </tr> <tr> <td> 5400 </td> <td> 0.121 </td> <td> 1.715532 </td> <td> 82.741288 </td> <td> 84.809387 </td> <td> 18.437272 </td> <td> 18.526928 </td> </tr> <tr> <td> 5500 </td> <td> 0.0852 </td> <td> 1.727701 </td> <td> 82.190324 </td> <td> 84.025512 </td> <td> 18.433579 </td> <td> 18.553946 </td> </tr> <tr> <td> 5600 </td> <td> 0.0857 </td> <td> 1.732774 </td> <td> 75.883234 </td> <td> 77.968742 </td> <td> 19.839316 </td> <td> 20.146796 </td> </tr> <tr> <td> 5700 </td> <td> 0.0809 </td> <td> 1.731798 </td> <td> 80.469769 </td> <td> 81.79074 </td> <td> 19.230805 </td> <td> 19.211589 </td> </tr> <tr> <td> 5800 </td> <td> 0.0984 </td> <td> 1.73891 </td> <td> 82.847615 </td> <td> 84.979795 </td> <td> 18.520327 </td> <td> 18.931022 </td> </tr> <tr> <td> 5900 </td> <td> 0.0942 </td> <td> 1.760302 </td> <td> 80.208786 </td> <td> 82.345781 </td> <td> 18.779555 </td> <td> 18.694923 </td> </tr> <tr> <td> 6000 </td> <td> 0.0896 </td> <td> 1.761602 </td> <td> 80.431105 </td> <td> 82.574614 </td> <td> 18.919484 </td> <td> 19.005333 </td> </tr> <tr> <td> 6100 </td> <td> 0.0879 </td> <td> 1.794074 </td> <td> 82.683292 </td> <td> 84.780174 </td> <td> 18.332719 </td> <td> 18.62538 </td> </tr> <tr> <td> 6200 </td> <td> 0.0615 </td> <td> 1.790997 </td> <td> 79.295346 </td> <td> 81.454793 </td> <td> 19.337629 </td> <td> 19.413642 </td> </tr> <tr> <td> 6300 </td> <td> 0.0492 </td> <td> 1.802097 </td> <td> 75.303272 </td> <td> 77.662009 </td> <td> 20.205299 </td> <td> 20.274508 </td> </tr> <tr> <td> 6400 </td> <td> 0.0571 </td> <td> 1.803839 </td> <td> 77.134986 </td> <td> 79.278446 </td> <td> 19.845023 </td> <td> 20.112392 </td> </tr> <tr> <td> 6500 </td> <td> 0.052 </td> <td> 1.810304 </td> <td> 81.141559 </td> <td> 80.656312 </td> <td> 19.042161 </td> <td> 19.75678 </td> </tr> <tr> <td> 6600 </td> <td> 0.0513 </td> <td> 1.826114 </td> <td> 82.257987 </td> <td> 84.663323 </td> <td> 18.367229 </td> <td> 18.694806 </td> </tr> </tbody> </table>

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