mt5-base-finetuned-ctfl

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pakawadeep/mt5-base-finetuned-ctfl

This model is a fine-tuned version of google/mt5-base on CTFL-GEC dataset. It achieves the following results on the evaluation set:

• Train Loss: 0.3091
• Validation Loss: 1.1147
• Train Rouge1: 8.9816
• Train Rouge2: 1.1881
• Train Rougel: 8.8048
• Train Rougelsum: 8.7871
• Train Gen Len: 11.9604
• Epoch: 27

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:

• optimizer: {'name': 'AdamWeightDecay', 'learning_rate': 2e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
• training_precision: float32

Training results

Framework versions

• Transformers 4.38.2
• TensorFlow 2.15.0
• Datasets 2.18.0
• Tokenizers 0.15.2