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kobigbird-test45-38109807 – AI Model by susooo | AlphaNeural AI
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kobigbird-test45-38109807
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transformers
pytorch
tensorboard
roberta
question-answering
generated_from_trainer
custom_squad_v2
endpoints_compatible
us
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kobigbird-test45-38109807
This model is a fine-tuned version of
klue/roberta-base
on the custom_squad_v2 dataset. It achieves the following results on the evaluation set:
Loss: 4.1119
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: 32
eval_batch_size: 32
seed: 45
gradient_accumulation_steps: 8
total_train_batch_size: 256
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
num_epochs: 3
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
No log
0.84
4
4.9338
No log
1.84
8
4.2788
No log
2.84
12
4.1119
Framework versions
Transformers 4.25.1
Pytorch 1.13.0+cu116
Datasets 2.8.0
Tokenizers 0.13.2
