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bart-large-cnn-weaksup-100-NOpad-early – AI Model by cammy | AlphaNeural AI
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cammy
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bart-large-cnn-weaksup-100-NOpad-early
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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-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: 2.0768
Rouge1: 28.7908
Rouge2: 10.6989
Rougel: 20.534
Rougelsum: 24.1294
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
31.1534
13.7074
21.6489
27.0709
64.2
No log
2.0
200
2.0768
28.7908
10.6989
20.534
24.1294
68.5
Framework versions
Transformers 4.16.2
Pytorch 1.10.2
Datasets 1.18.3
Tokenizers 0.11.0
