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distilroberta-base-finetuned-squad – AI Model by victorlee071200 | AlphaNeural AI
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victorlee071200
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distilroberta-base-finetuned-squad
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transformers
pytorch
roberta
question-answering
generated_from_trainer
squad
apache-2.0
endpoints_compatible
us
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distilroberta-base-finetuned-squad
This model is a fine-tuned version of
distilroberta-base
on the squad dataset. It achieves the following results on the evaluation set:
Loss: 1.0014
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: 16
eval_batch_size: 16
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
1.0927
1.0
5536
1.0290
0.87
2.0
11072
0.9683
0.7335
3.0
16608
1.0014
Framework versions
Transformers 4.19.2
Pytorch 1.11.0+cu113
Datasets 2.2.2
Tokenizers 0.12.1
