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primer-crd3 – AI Model by KellyShiiii | AlphaNeural AI
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KellyShiiii
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primer-crd3
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transformers
pytorch
led
text2text-generation
generated_from_trainer
crd3
apache-2.0
model-index
endpoints_compatible
us
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primer-crd3
This model is a fine-tuned version of
allenai/PRIMERA
on the crd3 dataset. It achieves the following results on the evaluation set:
Loss: 3.8193
Rouge1: 0.1510
Rouge2: 0.0279
Rougel: 0.1251
Rougelsum: 0.1355
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: 2
eval_batch_size: 2
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
Training results
Training Loss
Epoch
Step
Validation Loss
Rouge1
Rouge2
Rougel
Rougelsum
No log
1.0
250
2.9569
0.1762
0.0485
0.1525
0.1605
1.7993
2.0
500
3.4079
0.1612
0.0286
0.1367
0.1444
1.7993
3.0
750
3.8193
0.1510
0.0279
0.1251
0.1355
Framework versions
Transformers 4.24.0
Pytorch 1.8.0
Datasets 2.7.0
Tokenizers 0.13.2
