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nep-spell-mt5-small-02 – AI Model by duraad | AlphaNeural AI
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duraad
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nep-spell-mt5-small-02
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transformers
tensorboard
safetensors
mt5
text2text-generation
generated_from_trainer
duraad/nep-spell-mt5-small-01
finetune
apache-2.0
endpoints_compatible
us
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nep-spell-mt5-small-02
This model is a fine-tuned version of
duraad/nep-spell-mt5-small-01
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.0018
Accuracy: 0.732
Precision: 0.8016
Recall: 0.732
F1: 0.7563
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: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 1
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
Precision
Recall
F1
0.0088
1.0
10000
0.0018
0.732
0.8016
0.732
0.7563
Framework versions
Transformers 4.37.0
Pytorch 2.1.2
Datasets 2.17.0
Tokenizers 0.15.1
