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deberta_base_fine_tuned_mind – AI Model by ArafatBHossain | AlphaNeural AI
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ArafatBHossain
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deberta_base_fine_tuned_mind
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transformers
pytorch
tensorboard
deberta
text-classification
generated_from_trainer
mit
autotrain_compatible
endpoints_compatible
us
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deberta_base_fine_tuned_mind
This model is a fine-tuned version of
microsoft/deberta-base
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.3914
Accuracy: 0.9085
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: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3.0
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
0.7244
1.0
3054
0.5959
0.8013
0.5036
2.0
6108
0.3817
0.8805
0.3064
3.0
9162
0.3914
0.9085
Framework versions
Transformers 4.20.1
Pytorch 1.11.0
Datasets 2.1.0
Tokenizers 0.12.1
