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fine_tuned_bart-large-cnn_multi_news-alpha – AI Model by waiman721 | AlphaNeural AI

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waiman721/
fine_tuned_bart-large-cnn_multi_news-alpha

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generated_from_trainer

facebook/bart-large-cnn

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results

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

Loss: 3.7473
Rouge1: 34.3769
Rouge2: 10.9517
Rougel: 21.1191
Rougelsum: 27.8459
Gen Len: 80.835

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: 5e-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
lr_scheduler_warmup_steps: 500
num_epochs: 2
label_smoothing_factor: 0.1

Training results

Framework versions

Transformers 4.38.2
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2