metadata
library_name: transformers
base_model: openai/clip-vit-large-patch14
tags:
- generated_from_trainer
model-index:
- name: sail-clip-hendrix-10epochs
results: []
sail-clip-hendrix-10epochs
This model is a fine-tuned version of openai/clip-vit-large-patch14 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 6.6413
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: 5e-05
- train_batch_size: 64
- eval_batch_size: 64
- seed: 42
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 4.0802 | 0.5525 | 100 | 4.0790 |
| 3.756 | 1.1050 | 200 | 3.8015 |
| 3.5546 | 1.6575 | 300 | 3.5559 |
| 3.0525 | 2.2099 | 400 | 3.4319 |
| 2.8911 | 2.7624 | 500 | 3.3547 |
| 2.2105 | 3.3149 | 600 | 3.3261 |
| 2.1826 | 3.8674 | 700 | 3.1662 |
| 1.575 | 4.4199 | 800 | 3.4461 |
| 1.5164 | 4.9724 | 900 | 3.2057 |
| 0.8215 | 5.5249 | 1000 | 4.0640 |
| 0.4965 | 6.0773 | 1100 | 5.4518 |
| 0.4627 | 6.6298 | 1200 | 4.9572 |
| 0.3134 | 7.1823 | 1300 | 5.4385 |
| 0.2787 | 7.7348 | 1400 | 5.5018 |
| 0.1514 | 8.2873 | 1500 | 5.9184 |
| 0.1919 | 8.8398 | 1600 | 6.4257 |
| 0.1198 | 9.3923 | 1700 | 6.5754 |
| 0.0896 | 9.9448 | 1800 | 6.6413 |
Framework versions
- Transformers 4.49.0
- Pytorch 2.6.0+cu124
- Datasets 3.4.0
- Tokenizers 0.21.1