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gayanin/
bart-paraphrasing-mlm

Name: bart-paraphrasing-mlm
Availability: InStock

generated_from_trainer

apache-2.0

endpoints_compatible

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bart-paraphrasing-mlm

This model is a fine-tuned version of gayanin/bart-paraphrase-pubmed-1.1 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.5510
Rouge2 Precision: 0.7148
Rouge2 Recall: 0.5223
Rouge2 Fmeasure: 0.5866

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: 8
eval_batch_size: 8
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	Rouge2 Precision	Rouge2 Recall	Rouge2 Fmeasure
0.6799	1.0	13833	0.5982	0.7016	0.5122	0.5756
0.5894	2.0	27666	0.5663	0.7093	0.5193	0.583
0.5329	3.0	41499	0.5540	0.7129	0.5212	0.5853
0.4953	4.0	55332	0.5510	0.7148	0.5223	0.5866

Framework versions

Transformers 4.17.0
Pytorch 1.10.0+cu111
Datasets 1.18.4
Tokenizers 0.11.6

gayanin/bart-paraphrasing-mlm

bart-paraphrasing-mlm

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

gayanin/
bart-paraphrasing-mlm