jogonba2/mbarthez-copy_mechanism-hal_articles

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mbarthez-davidearticles-copyenhanced

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

• —Loss: 1.4905
• —Rouge1: 36.548
• —Rouge2: 19.6282
• —Rougel: 30.2513
• —Rougelsum: 30.2765
• —Gen Len: 25.7238

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: 3e-05
• —trainbatchsize: 8
• —evalbatchsize: 8
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —num_epochs: 3.0
• —mixedprecisiontraining: Native AMP

Training results

Framework versions

• —Transformers 4.10.2
• —Pytorch 1.7.1+cu110
• —Datasets 1.11.0
• —Tokenizers 0.10.3