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bthomas/
article2keyword2.1_barthez-orangesum-title_finetuned_for_mlm

Name: article2keyword2.1_barthez-orangesum-title_finetuned_for_mlm
Rating: 2.5 (12 reviews)

generated_from_trainer

apache-2.0

endpoints_compatible

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article2keyword2.1_barthez-orangesum-title_finetuned_for_mlm

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: 0.0437

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
train_batch_size: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
0.2949	1.0	1370	0.0557
0.0569	2.0	2740	0.0477
0.0495	3.0	4110	0.0449
0.0444	4.0	5480	0.0437

Framework versions

Transformers 4.21.1
Pytorch 1.11.0
Datasets 2.3.2
Tokenizers 0.12.1

bthomas/article2keyword2.1_barthez-orangesum-title_finetuned_for_mlm

article2keyword2.1_barthez-orangesum-title_finetuned_for_mlm

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

bthomas/
article2keyword2.1_barthez-orangesum-title_finetuned_for_mlm