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LuisCe/mbart-Math_problems

sourceHugging Facemitupdated 2y agoView on Hugging Face
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Model Card

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mbart-Math_problems

This model is a fine-tuned version of facebook/mbart-large-50 on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.9236
  • —Bleu: 28.8931
  • —Gen Len: 87.5959

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: 5.6e-05
  • —trainbatchsize: 8
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 2

Training results

Training LossEpochStepValidation LossBleuGen Len
1.47841.09351.013525.55183.9826
0.79572.018700.923628.893187.5959

Framework versions

  • —Transformers 4.40.2
  • —Pytorch 2.2.1+cu121
  • —Datasets 2.19.1
  • —Tokenizers 0.19.1