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1-epochs167.0-char-based-freeze_cnn-dropout0.1
tuanio/1-epochs167.0-char-based-freeze_cnn-dropout0.1
1-epochs167.0-char-based-freeze_cnn-dropout0.1 is a automatic speech recognition model from tuanio. Use it when you need speech turned into text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- wav2vec2
- Access
- Public
- Created
- Oct 29, 2023
- Updated
- Oct 29, 2023
- SHA
- 25bde9c9
Base models
Model card
From the Hugging Face model README
<!-- 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. -->
1-epochs167.0-char-based-freeze_cnn-dropout0.1
This model is a fine-tuned version of facebook/wav2vec2-xls-r-300m on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: nan
- Wer: 1.0
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: 2e-05
- train_batch_size: 10
- eval_batch_size: 4
- seed: 42
- distributed_type: multi-GPU
- num_devices: 4
- total_train_batch_size: 40
- total_eval_batch_size: 16
- optimizer: Adam with betas=(0.9,0.98) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 167.0
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 17.348 | 13.89 | 2500 | 26.1164 | 1.0 |
| 0.0 | 27.78 | 5000 | nan | 1.0 |
| 0.0 | 41.67 | 7500 | nan | 1.0 |
| 0.0 | 55.56 | 10000 | nan | 1.0 |
| 0.0 | 69.44 | 12500 | nan | 1.0 |
| 0.0 | 83.33 | 15000 | nan | 1.0 |
| 0.0 | 97.22 | 17500 | nan | 1.0 |
| 0.0 | 111.11 | 20000 | nan | 1.0 |
| 0.0 | 125.0 | 22500 | nan | 1.0 |
| 0.0 | 138.89 | 25000 | nan | 1.0 |
| 0.0 | 152.78 | 27500 | nan | 1.0 |
| 0.0 | 166.67 | 30000 | nan | 1.0 |
Framework versions
- Transformers 4.34.0
- Pytorch 2.0.1
- Datasets 2.14.5
- Tokenizers 0.14.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- wav2vec2
- License
- apache-2.0
- Created
- Oct 29, 2023
- Updated
- Oct 29, 2023