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distilbert-base-cased-finetuned-squad2 – AI Model by prbocca | AlphaNeural AI
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prbocca
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distilbert-base-cased-finetuned-squad2
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transformers
pytorch
tensorboard
distilbert
question-answering
generated_from_trainer
squad_v2
apache-2.0
endpoints_compatible
us
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distilbert-base-cased-finetuned-squad2
This model is a fine-tuned version of
distilbert-base-cased
on the squad_v2 dataset. It achieves the following results on the evaluation set:
Loss: 1.4343
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
1.6364
1.0
2532
1.4206
1.2676
2.0
5064
1.3960
0.9933
3.0
7596
1.4343
Framework versions
Transformers 4.28.1
Pytorch 2.0.0+cu118
Datasets 2.11.0
Tokenizers 0.13.3
