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distilbart-cnn-12-6-amazonreviews – AI Model by sumedh | AlphaNeural AI
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sumedh
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distilbart-cnn-12-6-amazonreviews
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transformers
pytorch
bart
text2text-generation
summarization
en
amazon_reviews_multi
apache-2.0
endpoints_compatible
us
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Model card
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Usage
This checkpoint should be loaded into
BartForConditionalGeneration.from_pretrained
. See the
BART docs
for more information.
Training hyperparameters
The following hyperparameters were used during training:
learning_rate: 2e-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
num_epochs: 1
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Rouge1
Rouge2
Rougel
Rougelsum
Gen Len
1.2875
1.0
5754
1.6294
11.009
7.4618
10.5573
10.8087
58.3382
Framework versions
Transformers 4.19.2
Pytorch 1.11.0+cu113
Datasets 2.2.2
Tokenizers 0.12.1
