File size: 2,006 Bytes
f0da640 55c91f2 f0da640 55c91f2 f0da640 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 |
---
license: apache-2.0
tags:
- whisper-event
- generated_from_trainer
metrics:
- wer
model-index:
- name: whisper-small-et-ERR2020
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# whisper-small-et-ERR2020
This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.5321
- Wer: 22.8462
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 1e-05
- train_batch_size: 64
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 1000
- training_steps: 10000
- mixed_precision_training: Native AMP
### Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|:-------------:|:-----:|:-----:|:---------------:|:-------:|
| 0.3387 | 0.1 | 1000 | 0.5383 | 33.8216 |
| 0.1393 | 0.2 | 2000 | 0.4897 | 27.7546 |
| 0.0982 | 0.3 | 3000 | 0.5477 | 26.7815 |
| 0.0912 | 1.02 | 4000 | 0.5195 | 24.8816 |
| 0.0811 | 1.12 | 5000 | 0.5373 | 25.9282 |
| 0.0649 | 1.22 | 6000 | 0.5422 | 23.7285 |
| 0.0618 | 1.32 | 7000 | 0.5504 | 23.5179 |
| 0.0558 | 2.03 | 8000 | 0.5321 | 22.8462 |
| 0.0452 | 2.13 | 9000 | 0.5543 | 23.5813 |
| 0.0462 | 2.23 | 10000 | 0.5424 | 22.8830 |
### Framework versions
- Transformers 4.26.0.dev0
- Pytorch 1.12.1+rocm5.1.1
- Datasets 2.7.1.dev0
- Tokenizers 0.13.2
|