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deberta-police-mission-statement – AI Model by thedavidhackett | AlphaNeural AI
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deberta-police-mission-statement
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transformers
pytorch
deberta-v2
text-classification
generated_from_trainer
microsoft/deberta-v3-base
finetune
mit
autotrain_compatible
endpoints_compatible
us
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deberta-police-mission-statement
This model is a fine-tuned version of
microsoft/deberta-v3-base
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.4020
Accuracy: 0.9233
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: 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: 5
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
No log
1.0
396
0.5317
0.8892
0.3449
2.0
792
0.3067
0.9205
0.1981
3.0
1188
0.2893
0.9318
0.1183
4.0
1584
0.3532
0.9318
0.1183
5.0
1980
0.4020
0.9233
Framework versions
Transformers 4.34.0
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.14.0
