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Atulit23/flan-t5-base-indian-constitution

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

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flan-t5-base-indian-constitution

This model is a fine-tuned version of google/flan-t5-base on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.0008
  • —Rouge1: 29.7093
  • —Rouge2: 28.4336
  • —Rougel: 29.6229
  • —Rougelsum: 29.5617
  • —Gen Len: 18.9651

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: 1
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 3

Training results

Training LossEpochStepValidation LossRouge1Rouge2RougelRougelsumGen Len
No log1.03440.000929.709328.433629.622929.561718.9651
0.00212.06880.000829.709328.433629.622929.561718.9651
0.00133.010320.000829.709328.433629.622929.561718.9651

Framework versions

  • —Transformers 4.33.1
  • —Pytorch 2.0.1+cu118
  • —Datasets 2.14.5
  • —Tokenizers 0.13.3