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wav2vec2-large-mms-1b-tun_test
Rziane/wav2vec2-large-mms-1b-tun_test
wav2vec2-large-mms-1b-tun_test is a machine learning model from Rziane. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as cc-by-nc-4.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- License
- cc-by-nc-4.0
- Model type
- wav2vec2
- Access
- Public
- Created
- Sep 23, 2024
- Updated
- Sep 24, 2024
- SHA
- d20418da
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. -->
wav2vec2-large-mms-1b-tun_test
This model is a fine-tuned version of facebook/mms-1b-all on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: inf
- Wer: 0.8202
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: 0.001
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 100
- num_epochs: 10
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 2.7143 | 1.0 | 293 | inf | 0.9356 |
| 2.3549 | 2.0 | 586 | inf | 0.8881 |
| 2.2428 | 3.0 | 879 | inf | 0.8788 |
| 2.2523 | 4.0 | 1172 | inf | 0.8702 |
| 2.1636 | 5.0 | 1465 | inf | 0.8788 |
| 2.0924 | 6.0 | 1758 | inf | 0.8405 |
| 1.9987 | 7.0 | 2051 | inf | 0.8265 |
| 1.9648 | 8.0 | 2344 | inf | 0.8257 |
| 1.9403 | 9.0 | 2637 | inf | 0.8292 |
| 1.9393 | 10.0 | 2930 | inf | 0.8202 |
Framework versions
- Transformers 4.41.2
- Pytorch 2.4.1+cu121
- Datasets 3.0.0
- Tokenizers 0.19.1
- Type
- wav2vec2
- License
- cc-by-nc-4.0
- Created
- Sep 23, 2024
- Updated
- Sep 24, 2024