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bart-large-cnn-finetuned-weaksup-100-pad-early – AI Model by cammy | AlphaNeural AI
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cammy
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bart-large-cnn-finetuned-weaksup-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-weaksup-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: 1.0714
Rouge1: 26.6767
Rouge2: 8.6321
Rougel: 17.4235
Rougelsum: 21.6089
Gen Len: 66.1
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
1.0405
26.8313
10.4295
19.1329
23.8101
64.6
No log
2.0
200
1.0714
26.6767
8.6321
17.4235
21.6089
66.1
Framework versions
Transformers 4.16.2
Pytorch 1.10.2
Datasets 1.18.3
Tokenizers 0.11.0
