# OmniASR Fine-tuned Model

## Training Summary

Best checkpoint: step_5000

Best validation CTC Loss: 131.9508

Best validation WER: 37.78

Best validation UER: 12.11

## Validation Metrics

| 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 |

## Training Metrics

| 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 |