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bart-large-cnn-finetuned-new-100-pad-early – AI Model by cammy | AlphaNeural AI
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cammy
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bart-large-cnn-finetuned-new-100-pad-early
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transformers
pytorch
bart
text2text-generation
generated_from_trainer
mit
endpoints_compatible
us
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bart-large-cnn-finetuned-new-100-pad-early
This model is a fine-tuned version of
facebook/bart-large-cnn
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.9543
Rouge1: 21.8858
Rouge2: 8.1444
Rougel: 16.5751
Rougelsum: 19.163
Gen Len: 66.8
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: 1
eval_batch_size: 1
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Rouge1
Rouge2
Rougel
Rougelsum
Gen Len
No log
1.0
100
0.8692
20.2714
6.206
16.3362
18.7117
66.4
No log
2.0
200
0.9543
21.8858
8.1444
16.5751
19.163
66.8
Framework versions
Transformers 4.16.2
Pytorch 1.10.2
Datasets 1.18.3
Tokenizers 0.11.0
