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metadata
license: cc-by-nc-4.0
base_model: facebook/timesformer-base-finetuned-k400
tags:
  - generated_from_trainer
metrics:
  - accuracy
model-index:
  - name: timesformer-base-finetuned-k400-continual-lora-ucf101-til
    results: []

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

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: 1.4880
  • Accuracy: 0.8039

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: 3768

Training results

Training Loss Epoch Step Validation Loss Accuracy
2.0653 0.5 1885 2.1841 0.7262
1.5095 1.5 3768 1.4880 0.8039

Framework versions

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