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my_awesome_mind_model
Nugrahasetyaardi/my_awesome_mind_model
my_awesome_mind_model is a audio classification model from Nugrahasetyaardi. 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 apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Audio Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- wav2vec2
- Access
- Public
- Created
- Jun 4, 2024
- Updated
- Jun 5, 2024
- SHA
- abce3dc6
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. -->
my_awesome_mind_model
This model is a fine-tuned version of facebook/wav2vec2-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.8417
- Accuracy: 0.3630
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: 64
- eval_batch_size: 64
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 256
- 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 |
|---|---|---|---|---|
| 1.5795 | 1.0 | 12 | 1.8016 | 0.3906 |
| 1.5807 | 2.0 | 24 | 1.8034 | 0.3683 |
| 1.5999 | 3.0 | 36 | 1.8205 | 0.3748 |
| 1.548 | 4.0 | 48 | 1.7723 | 0.3761 |
| 1.5436 | 5.0 | 60 | 1.8067 | 0.3735 |
| 1.5169 | 6.0 | 72 | 1.8295 | 0.3683 |
| 1.5155 | 7.0 | 84 | 1.8492 | 0.3761 |
| 1.5054 | 8.0 | 96 | 1.8300 | 0.3722 |
| 1.5131 | 9.0 | 108 | 1.8464 | 0.3630 |
| 1.4852 | 10.0 | 120 | 1.8417 | 0.3630 |
Framework versions
- Transformers 4.42.0.dev0
- Pytorch 2.3.0
- Datasets 2.19.2.dev0
- Tokenizers 0.19.1
- Task
- Audio Classification
- Library
- transformers
- Type
- wav2vec2
- License
- apache-2.0
- Created
- Jun 4, 2024
- Updated
- Jun 5, 2024