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pegasus-samsum-4 – AI Model by aplnestrella | AlphaNeural AI
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aplnestrella
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pegasus-samsum-4
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transformers
pytorch
tensorboard
pegasus
text2text-generation
generated_from_trainer
samsum
endpoints_compatible
us
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pegasus-samsum-4
This model is a fine-tuned version of
google/pegasus-cnn_dailymail
on the samsum dataset. It achieves the following results on the evaluation set:
Loss: 1.4165
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: 4
eval_batch_size: 1
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 8
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 1
Training results
Training Loss
Epoch
Step
Validation Loss
1.6715
0.27
500
1.5317
1.7387
0.54
1000
1.4421
1.641
0.81
1500
1.4165
Framework versions
Transformers 4.25.1
Pytorch 1.13.0+cu116
Datasets 2.8.0
Tokenizers 0.13.2
