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result1
mimthedeveloper/result1
result1 is a machine learning model from mimthedeveloper. 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 apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- License
- apache-2.0
- Model type
- wav2vec2
- Access
- Public
- Created
- Aug 5, 2024
- Updated
- Aug 5, 2024
- SHA
- 8e8dc0f3
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. -->
result1
This model is a fine-tuned version of facebook/wav2vec2-base on the audiofolder dataset. It achieves the following results on the evaluation set:
- Loss: 1.1566
- Accuracy: 0.9794
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: 3e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| No log | 0.9231 | 3 | 1.3671 | 0.9588 |
| No log | 1.8462 | 6 | 1.3125 | 0.9897 |
| No log | 2.7692 | 9 | 1.2705 | 0.9691 |
| 1.372 | 4.0 | 13 | 1.2335 | 0.9794 |
| 1.372 | 4.9231 | 16 | 1.2130 | 0.9897 |
| 1.372 | 5.8462 | 19 | 1.1962 | 0.9794 |
| 1.2696 | 6.7692 | 22 | 1.1803 | 0.9794 |
| 1.2696 | 8.0 | 26 | 1.1640 | 0.9794 |
| 1.2696 | 8.9231 | 29 | 1.1574 | 0.9794 |
| 1.208 | 9.2308 | 30 | 1.1566 | 0.9794 |
Framework versions
- Transformers 4.40.1
- Pytorch 2.1.1+cu118
- Datasets 2.20.0
- Tokenizers 0.19.1
- Type
- wav2vec2
- License
- apache-2.0
- Created
- Aug 5, 2024
- Updated
- Aug 5, 2024