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my_openbookqa_model – AI Model by edwardyeung04 | AlphaNeural AI
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edwardyeung04
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my_openbookqa_model
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transformers
tensorboard
safetensors
deberta-v2
multiple-choice
generated_from_trainer
microsoft/deberta-v3-large
finetune
mit
endpoints_compatible
us
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my_openbookqa_model
This model is a fine-tuned version of
microsoft/deberta-v3-large
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 1.3087
Accuracy: 0.8
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: 3e-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: 5
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
No log
1.0
310
0.6199
0.772
0.558
2.0
620
0.8981
0.774
0.558
3.0
930
1.0692
0.774
0.1038
4.0
1240
1.2853
0.8
0.0205
5.0
1550
1.3087
0.8
Framework versions
Transformers 4.38.1
Pytorch 2.1.0+cu121
Datasets 2.18.0
Tokenizers 0.15.2
