Model Card for Model ID
This model is a fine-tuned version of apple/mobileclip_s0_timm on an unknown dataset.
Model Details
The apple/mobileclip_s0_timm model was finetuned on a domain-specific dataset of dog breed images to enhance its classification accuracy. This process involved adjusting the model's pre-existing weights, enabling it to specialize in recognizing various dog breeds while leveraging its general image classification capabilities. The finetuned model now offers improved performance for tasks related to dog breed classification.
Training Data
The model was trained and tested using this dataset:
Training Hyperparameters
Here is a summary of the training hyperparameters used:
- Train Batch Size (per device): 8
- Evaluation Batch Size (per device): 8
- Number of Training Epochs: 3
Training Results
| Epoch | Validation Loss |
|---|---|
| 1 | 4.785654 |
| 2 | 4.009919 |
| 3 | 3.602830 |
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