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my_spell_checker – AI Model by nicosoft | AlphaNeural AI
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nicosoft
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my_spell_checker
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transformers
tensorboard
safetensors
t5
text2text-generation
generated_from_trainer
google-t5/t5-small
finetune
apache-2.0
text-generation-inference
endpoints_compatible
us
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my_spell_checker
This model is a fine-tuned version of
google-t5/t5-small
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.4916
Bleu: 46.2446
Gen Len: 15.2729
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: 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: 2
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Bleu
Gen Len
0.5402
1.0
15144
0.5050
46.253
15.2645
0.5201
2.0
30288
0.4916
46.2446
15.2729
Framework versions
Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.0.1
Tokenizers 0.19.1
