Downloads · 30 days
3
9% of all-time downloads
car_fault
jongturkson/car_fault
car_fault is a audio classification model from jongturkson. 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. --
All-time downloads
32
Public
Parameters
94.6M
378 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors378 MB · 100%
At a glance
- Task
- Audio Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- wav2vec2
- Access
- Public
- Created
- Jun 9, 2025
- Updated
- Jun 9, 2025
- SHA
- a1191acb
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. -->
car_fault
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: 1.9935
- Accuracy: 0.0
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: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 32
- optimizer: Use OptimizerNames.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: 0.1
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| No log | 1.0 | 2 | 1.8015 | 0.2 |
| No log | 2.0 | 4 | 1.8574 | 0.4 |
| No log | 3.0 | 6 | 1.8964 | 0.0 |
| No log | 4.0 | 8 | 1.9233 | 0.0 |
| 1.0616 | 5.0 | 10 | 1.9403 | 0.0 |
| 1.0616 | 6.0 | 12 | 1.9618 | 0.0 |
| 1.0616 | 7.0 | 14 | 1.9757 | 0.0 |
| 1.0616 | 8.0 | 16 | 1.9836 | 0.0 |
| 1.0616 | 9.0 | 18 | 1.9904 | 0.0 |
| 0.9504 | 10.0 | 20 | 1.9935 | 0.0 |
Framework versions
- Transformers 4.52.4
- Pytorch 2.7.1+cpu
- Datasets 3.6.0
- Tokenizers 0.21.1
- Task
- Audio Classification
- Library
- transformers
- Type
- wav2vec2
- License
- apache-2.0
- Created
- Jun 9, 2025
- Updated
- Jun 9, 2025