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my_awesome_mind_model
PatrickSui/my_awesome_mind_model
my_awesome_mind_model is a audio classification model from PatrickSui. 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
- Jan 12, 2024
- Updated
- Jan 12, 2024
- SHA
- 2be076c7
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-large on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.6000
- Accuracy: 0.75
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 |
|---|---|---|---|---|
| No log | 1.0 | 1 | 0.7537 | 0.25 |
| No log | 2.0 | 3 | 0.6236 | 0.75 |
| No log | 3.0 | 5 | 0.5948 | 0.75 |
| No log | 4.0 | 6 | 0.5866 | 0.75 |
| No log | 5.0 | 7 | 0.5819 | 0.75 |
| No log | 6.0 | 9 | 0.5987 | 0.75 |
| 0.2651 | 6.67 | 10 | 0.6000 | 0.75 |
Framework versions
- Transformers 4.36.2
- Pytorch 1.13.0+cu117
- Datasets 2.16.1
- Tokenizers 0.15.0
- Task
- Audio Classification
- Library
- transformers
- Type
- wav2vec2
- License
- apache-2.0
- Created
- Jan 12, 2024
- Updated
- Jan 12, 2024