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spelling-correction-english-base-location-unique-2-2 – AI Model by grantslewis | AlphaNeural AI
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grantslewis
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spelling-correction-english-base-location-unique-2-2
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transformers
pytorch
tensorboard
bart
text2text-generation
generated_from_trainer
mit
endpoints_compatible
us
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spelling-correction-english-base-location-unique-2-2
This model is a fine-tuned version of
grantslewis/spelling-correction-english-base-location-unique-2
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.8272
Cer: 0.1685
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: 70
eval_batch_size: 70
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4
Training results
Training Loss
Epoch
Step
Validation Loss
Cer
No log
1.0
470
0.8853
0.1740
0.808
2.0
940
0.8494
0.1679
0.7434
3.0
1410
0.8288
0.1700
0.7324
4.0
1880
0.8272
0.1685
Framework versions
Transformers 4.22.2
Pytorch 1.12.1+cu113
Datasets 2.5.2
Tokenizers 0.12.1
