| # OmniASR Fine-tuned Model |
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| ## Training Summary |
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| Best checkpoint: step_5000 |
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| Best validation CTC Loss: 131.9508 |
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| Best validation WER: 37.78 |
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| Best validation UER: 12.11 |
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| ## Validation Metrics |
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| | Step | CTC Loss | WER | UER | |
| |---|---|---|---| |
| | 5000 | 131.9508 | 37.78 | 12.11 | |
| | 7500 | 135.5030 | 38.83 | 13.06 | |
| | 10000 | 139.1468 | 39.06 | 13.09 | |
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| ## Training Metrics |
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| | Step | CTC Loss | UER | WER | Learning Rate | |
| |---|---|---|---|---| |
| | 500 | 1449.5287 | | | 0.00000504 | |
| | 1000 | 234.3588 | | | 0.00000999 | |
| | 1500 | 95.6657 | | | 0.00001000 | |
| | 2000 | 77.7399 | | | 0.00001000 | |
| | 2500 | 70.4134 | | | 0.00001000 | |
| | 3000 | 64.9089 | | | 0.00001000 | |
| | 3500 | 60.0571 | | | 0.00001000 | |
| | 4000 | 56.9815 | | | 0.00001000 | |
| | 4500 | 54.4134 | | | 0.00001000 | |
| | 5000 | 50.6973 | | | 0.00001000 | |
| | 5500 | 48.7766 | | | 0.00000742 | |
| | 6000 | 44.3841 | | | 0.00000550 | |
| | 6500 | 43.2830 | | | 0.00000407 | |
| | 7000 | 41.3124 | | | 0.00000302 | |
| | 7500 | 38.5571 | | | 0.00000224 | |
| | 8000 | 38.7908 | | | 0.00000166 | |
| | 8500 | 38.4408 | | | 0.00000123 | |
| | 9000 | 38.1090 | | | 0.00000091 | |
| | 9500 | 37.1977 | | | 0.00000068 | |
| | 10000 | 37.4088 | | | 0.00000050 | |
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