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gautamtata/videomae-base-finetuned-kinetics-finetuned-lipsync-subset-1

sourceHugging Facecc-by-nc-4.0updated 3y agoView on Hugging Face
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Model Card

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videomae-base-finetuned-kinetics-finetuned-lipsync-subset-1

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: 0.5758
  • —Accuracy: 0.8107

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
  • —trainbatchsize: 8
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_ratio: 0.1
  • —training_steps: 208

Training results

Training LossEpochStepValidation LossAccuracy
0.65520.25520.64890.5610
0.41051.251040.35320.8780
0.51872.251560.28640.9220
0.22653.252080.30470.9122

Framework versions

  • —Transformers 4.35.2
  • —Pytorch 2.1.0+cu121
  • —Datasets 2.15.0
  • —Tokenizers 0.15.0