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JaviManobanda/flan-t5-small-proverb-es-classification-neg-trigrams-sentences

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face
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Model Card

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flan-t5-small-proverb-es-classification-neg-trigrams-sentences

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

  • —Loss: 0.0458
  • —F1: 95.8909
  • —Gen Len: 2.5970

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: 0.0003
  • —trainbatchsize: 16
  • —evalbatchsize: 16
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 2

Training results

Training LossEpochStepValidation LossF1Gen Len
0.09841.012500.058794.46912.5739
0.04112.025000.045895.89092.5970

Framework versions

  • —Transformers 4.44.0
  • —Pytorch 2.4.0
  • —Datasets 3.0.1
  • —Tokenizers 0.19.1