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marianna13/t5-small-finetuned-audio-text-cc

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face
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t5-small-finetuned-audio-text-cc

This model is a fine-tuned version of marianna13/t5-small-finetuned-audio-text-cc on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 1.1080
  • —Rouge1: 0.4038
  • —Rouge2: 0.3319
  • —Rougel: 0.3953
  • —Rougelsum: 0.396
  • —Gen Len: 18.9512

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: 2e-05
  • —trainbatchsize: 8
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 4
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossRouge1Rouge2RougelRougelsumGen Len
No log1.0211.22210.28040.22320.26620.268418.9268
No log2.0421.15020.37690.31050.36850.36819.0
No log3.0631.11880.39690.32260.38920.38918.9512
No log4.0841.10800.40380.33190.39530.39618.9512

Framework versions

  • —Transformers 4.25.1
  • —Pytorch 1.13.0+cu116
  • —Datasets 2.8.0
  • —Tokenizers 0.13.2