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distilroberta-base-mrpc-glue – AI Model by gilbertoesp | AlphaNeural AI
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gilbertoesp
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distilroberta-base-mrpc-glue
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transformers
pytorch
roberta
text-classification
generated_from_trainer
glue
apache-2.0
model-index
autotrain_compatible
endpoints_compatible
us
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distilroberta-base-mrpc-glue
This model is a fine-tuned version of
distilroberta-base
on the glue dataset. It achieves the following results on the evaluation set:
Loss: 0.4591
Accuracy: 0.8431
F1: 0.8819
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: 8
eval_batch_size: 8
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
Accuracy
F1
0.5109
1.09
500
0.4591
0.8431
0.8819
0.3406
2.18
1000
0.5950
0.8652
0.8995
Framework versions
Transformers 4.28.0
Pytorch 2.0.1
Datasets 2.12.0
Tokenizers 0.13.2
