t5-base-spanish-yoremnokki-nlpaug-augmented-data – AI Model by alfsnd | AlphaNeural AI

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alfsnd/
t5-base-spanish-yoremnokki-nlpaug-augmented-data

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text2text-generation

generated_from_trainer

google-t5/t5-base

text-generation-inference

endpoints_compatible

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t5-base-spanish-yoremnokki-nlpaug-augmented-data

This model is a fine-tuned version of google-t5/t5-base on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.7798
Bleu: 7.9993
Gen Len: 14.7173

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: 1e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 32
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 5
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
2.7502	0.9996	1231	2.2298	0.2939	14.9914
2.3463	2.0	2463	1.9711	1.8741	14.8172
2.1123	2.9996	3694	1.8500	5.618	14.7577
2.045	4.0	4926	1.7951	7.6976	14.7248
2.0031	4.9980	6155	1.7798	7.9993	14.7173

Framework versions

Transformers 4.46.2
Pytorch 2.5.0+cu121
Datasets 3.1.0
Tokenizers 0.20.3