videomae-base-finetuned-kinetics-finetuned-ucf101-subset-finetuned-ucf101-subset

This model is a fine-tuned version of sayakpaul/videomae-base-finetuned-kinetics-finetuned-ucf101-subset on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 1.4351
• Accuracy: 0.2727

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: 1
• eval_batch_size: 1
• 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: 36

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
1.6409	1.0	36	1.4351	0.2727

Framework versions

• Transformers 4.26.0.dev0
• Pytorch 1.12.1+cu116
• Datasets 2.8.0
• Tokenizers 0.12.1