Timesformer_tuning_BdSLW60_divided
This model is a fine-tuned version of facebook/timesformer-base-finetuned-k400 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.9983
- Accuracy: 0.7223
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: 2
- eval_batch_size: 2
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 8
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- training_steps: 2190
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.3063 | 0.4005 | 877 | 1.4254 | 0.6013 |
| 0.1077 | 1.4005 | 1754 | 1.3121 | 0.6338 |
| 0.2208 | 2.1991 | 2190 | 1.4424 | 0.5939 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.1+cu121
- Datasets 2.19.2
- Tokenizers 0.19.1
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Model tree for Shawon16/Timesformer_tuning_BdSLW60_divided
Base model
facebook/timesformer-base-finetuned-k400