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metadata
license: cc-by-nc-4.0
base_model: archit11/videomae-base-finetuned-ucfcrime-full
tags:
  - generated_from_trainer
model-index:
  - name: videomae-base-finetuned-ucfcrime-full2
    results: []

videomae-base-finetuned-ucfcrime-full2

This model is a fine-tuned version of archit11/videomae-base-finetuned-ucfcrime-full on an unknown dataset. It achieves the following results on the evaluation set:

  • eval_loss: 2.5014
  • eval_accuracy: 0.225
  • eval_precision: 0.2362
  • eval_recall: 0.1921
  • eval_f1: 0.1788
  • eval_runtime: 1015.705
  • eval_samples_per_second: 4.883
  • eval_steps_per_second: 1.221
  • step: 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: 700

Framework versions

  • Transformers 4.38.2
  • Pytorch 2.1.2
  • Datasets 2.1.0
  • Tokenizers 0.15.2