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hubert_mosa_finetuned
Skhaled99/hubert_mosa_finetuned
hubert_mosa_finetuned is a audio classification model from Skhaled99. Use it for the audio classification task on the model card, and read the license before you ship it in a product. It is set up for transformers. 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
- Task
- Audio Classification
- Library
- transformers
- License
- cc-by-nc-4.0
- Model type
- hubert
- Access
- Public
- Created
- Nov 7, 2024
- Updated
- Nov 7, 2024
- SHA
- 42d00601
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. -->
hubert_mosa_finetuned
This model is a fine-tuned version of omarxadel/hubert-large-arabic-egyptian on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.9920
- Accuracy: 0.4728
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: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 16
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.2
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| No log | 1.0 | 104 | 1.0953 | 0.4022 |
| No log | 2.0 | 208 | 1.0547 | 0.4348 |
| No log | 3.0 | 312 | 0.9920 | 0.4728 |
| No log | 4.0 | 416 | 1.0160 | 0.4457 |
| 1.0478 | 4.9565 | 515 | 1.0006 | 0.4457 |
Framework versions
- Transformers 4.47.0.dev0
- Pytorch 2.5.1
- Datasets 3.1.1.dev0
- Tokenizers 0.20.3
- Task
- Audio Classification
- Library
- transformers
- Type
- hubert
- License
- cc-by-nc-4.0
- Created
- Nov 7, 2024
- Updated
- Nov 7, 2024