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wav2vec2-mms-1b-turkish-istech
muratsimsek003/wav2vec2-mms-1b-turkish-istech
wav2vec2-mms-1b-turkish-istech is a machine learning model from muratsimsek003. 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
- Aug 9, 2024
- Updated
- Aug 9, 2024
- SHA
- d5968c20
Base models
Datasets
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-mms-1b-turkish-istech
This model is a fine-tuned version of facebook/mms-1b-all on the common_voice_6_1 dataset. It achieves the following results on the evaluation set:
- Loss: 0.1796
- Wer: 0.2458
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: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 20
- num_epochs: 0.5
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 2.5172 | 0.0920 | 20 | 0.6350 | 0.4468 |
| 0.3844 | 0.1839 | 40 | 0.2180 | 0.2687 |
| 0.345 | 0.2759 | 60 | 0.1910 | 0.2566 |
| 0.2855 | 0.3678 | 80 | 0.1854 | 0.2493 |
| 0.3305 | 0.4598 | 100 | 0.1796 | 0.2458 |
Framework versions
- Transformers 4.45.0.dev0
- Pytorch 2.3.1+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Type
- wav2vec2
- License
- cc-by-nc-4.0
- Created
- Aug 9, 2024
- Updated
- Aug 9, 2024