mt5-small-indosum-summary – AI Model by Alex034 | AlphaNeural AI

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Alex034/
mt5-small-indosum-summary

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text2text-generation

generated_from_keras_callback

google/mt5-small

endpoints_compatible

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Alex034/mt5-small-indosum-summary

This model is a fine-tuned version of google/mt5-small on an unknown dataset. It achieves the following results on the evaluation set:

Train Loss: 2.1834
Validation Loss: 0.8119
Train Rouge1: 17.2055
Train Rouge2: 12.3407
Train Rougel: 15.9668
Train Rougelsum: 16.7736
Train Gen Len: 18.2148
Epoch: 2

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

Train Loss	Validation Loss	Train Rouge1	Train Rouge2	Train Rougel	Train Rougelsum	Train Gen Len	Epoch
7.0145	1.1865	15.8254	8.3420	13.6867	15.3117	18.9949	0
3.2327	0.9192	16.7936	11.2927	15.3493	16.3918	17.2366	1
2.1834	0.8119	17.2055	12.3407	15.9668	16.7736	18.2148	2

Framework versions

Transformers 4.35.0
TensorFlow 2.13.0
Datasets 2.15.0
Tokenizers 0.14.1