nonviolence-subset

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

• Loss: 0.0204
• Accuracy: 1.0

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: 4
• eval_batch_size: 4
• 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: 35

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	0.2	7	0.1175	1.0
0.2386	1.2	14	0.0493	1.0
0.0233	2.2	21	0.0266	1.0
0.0233	3.2	28	0.0222	1.0
0.0055	4.2	35	0.0204	1.0

Framework versions

• Transformers 4.35.2
• Pytorch 1.13.1+cu117
• Datasets 2.18.0
• Tokenizers 0.15.2