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tunelectra-pure3-3424935 – AI Model by alphahg | AlphaNeural AI
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tunelectra-pure3-3424935
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transformers
pytorch
electra
question-answering
generated_from_trainer
custom_squad_v2
endpoints_compatible
us
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tunelectra-pure3-3424935
This model is a fine-tuned version of
tunib/electra-ko-base
on the custom_squad_v2 dataset. It achieves the following results on the evaluation set:
Loss: 1.5686
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: 0.0005
train_batch_size: 128
eval_batch_size: 128
seed: 3
gradient_accumulation_steps: 8
total_train_batch_size: 1024
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
No log
0.94
10
2.9446
No log
1.94
20
1.7638
No log
2.94
30
1.5686
Framework versions
Transformers 4.25.1
Pytorch 1.13.1
Datasets 2.8.0
Tokenizers 0.13.2
