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reviews-generator – AI Model by Caroline-Vandyck | AlphaNeural AI
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Caroline-Vandyck
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reviews-generator
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transformers
pytorch
tensorboard
bart
text2text-generation
generated_from_trainer
amazon_reviews_multi
apache-2.0
endpoints_compatible
us
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Model card
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reviews-generator
This model is a fine-tuned version of
facebook/bart-base
on the amazon_reviews_multi dataset. It achieves the following results on the evaluation set:
Loss: 3.4990
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: 5e-05
train_batch_size: 32
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
training_steps: 1000
Training results
Training Loss
Epoch
Step
Validation Loss
3.7955
0.08
500
3.5577
3.7495
0.16
1000
3.4990
Framework versions
Transformers 4.18.0
Pytorch 1.11.0+cu113
Datasets 2.1.0
Tokenizers 0.12.1
