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SiddhanthRaja/flan-t5-base-samsum-spotify-podcasts

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
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Model Card

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flan-t5-base-samsum-spotify-podcasts

This model is a fine-tuned version of philschmid/flan-t5-base-samsum on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 1.3026
  • —Rouge1: 0.27
  • —Rouge2: 0.1512
  • —Rougel: 0.2352
  • —Rougelsum: 0.2355
  • —Gen Len: 19.0

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: 2e-05
  • —trainbatchsize: 4
  • —evalbatchsize: 4
  • —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 log1.02331.39630.24190.12660.20790.207719.0
No log2.04661.33560.26370.14320.22650.226319.0
1.64963.06991.30880.26950.14910.23310.233119.0
1.64964.09321.30260.270.15120.23520.235519.0

Framework versions

  • —Transformers 4.35.0
  • —Pytorch 2.0.0
  • —Datasets 2.1.0
  • —Tokenizers 0.14.1