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bthomas/article2keyword2.1b_barthez-orangesum-title_finetuned_for_mlm

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face
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Model Card

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article2keyword2.1bbarthez-orangesum-titlefinetunedformlm

This model is a fine-tuned version of moussaKam/barthez-orangesum-title on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.0456

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 Loss
0.29841.013530.0542
0.05652.027060.0494
0.04863.040590.0460
0.04434.054120.0456

Framework versions

  • —Transformers 4.21.1
  • —Pytorch 1.11.0
  • —Datasets 2.3.2
  • —Tokenizers 0.12.1