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models – AI Model by Hendrik-a | AlphaNeural AI | AlphaNeural AI
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Hendrik-a
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models
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transformers
pytorch
pegasus
text2text-generation
generated_from_trainer
google/pegasus-pubmed
finetune
autotrain_compatible
endpoints_compatible
us
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Model card
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This model is a fine-tuned version of
google/pegasus-pubmed
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 2.8844
Rouge1: 36.8587
Rouge2: 12.7373
Rougel: 23.9623
Rougelsum: 31.0333
Gen Len: 106.2
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: 0.0001
train_batch_size: 4
eval_batch_size: 4
seed: 100
optimizer: Adafactor
lr_scheduler_type: linear
num_epochs: 1.0
Training results
Training Loss
Epoch
Step
Validation Loss
Rouge1
Rouge2
Rougel
Rougelsum
Gen Len
No log
1.0
100
2.8844
36.5048
15.2772
23.4469
31.6065
181.9
Framework versions
Transformers 4.33.2
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.13.3
