timesformer-base-finetuned-k400-continual-lora-ucf101

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: 0.2260
• Accuracy: 0.9767

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
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_ratio: 0.1
• training_steps: 2290

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.4723	0.5	1145	0.5429	0.9589
0.1783	1.5	2290	0.2281	0.9784

Framework versions

• Transformers 4.31.0
• Pytorch 2.0.0+cu117
• Datasets 2.14.4
• Tokenizers 0.13.3