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bart-large-cnn-weaksup-100-NOpad-early2 – AI Model by cammy | AlphaNeural AI
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cammy
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bart-large-cnn-weaksup-100-NOpad-early2
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transformers
pytorch
bart
text2text-generation
generated_from_trainer
mit
endpoints_compatible
us
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bart-large-cnn-weaksup-100-NOpad-early2
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: 2.0768
Rouge1: 28.6914
Rouge2: 11.1481
Rougel: 20.6967
Rougelsum: 24.2834
Gen Len: 68.5
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
1.8905
31.4929
13.8614
21.6279
27.1315
64.2
No log
2.0
200
2.0768
28.6914
11.1481
20.6967
24.2834
68.5
Framework versions
Transformers 4.16.2
Pytorch 1.10.2
Datasets 1.18.3
Tokenizers 0.11.0
