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electra-small-turkish-uncased-discriminator-finetuned_lr-2e-05_epochs-6 – AI Model by husnu | AlphaNeural AI
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electra-small-turkish-uncased-discriminator-finetuned_lr-2e-05_epochs-6
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transformers
pytorch
tensorboard
electra
question-answering
generated_from_trainer
tsquad
endpoints_compatible
us
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electra-small-turkish-uncased-discriminator-finetuned_lr-2e-05_epochs-6
This model is a fine-tuned version of
loodos/electra-small-turkish-uncased-discriminator
on the turkish squad dataset. It achieves the following results on the evaluation set:
Loss: 2.0379
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: 6
Training results
Training Loss
Epoch
Step
Validation Loss
4.128
1.0
722
2.7187
3.0376
2.0
1444
2.4486
2.5304
3.0
2166
2.3485
2.4214
4.0
2888
2.0450
2.1568
5.0
3610
2.0576
2.0752
6.0
4332
2.0379
Framework versions
Transformers 4.15.0
Pytorch 1.10.0+cu111
Datasets 1.17.0
Tokenizers 0.10.3
