en-lt-t5-small – AI Model by osmanh | AlphaNeural AI

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osmanh/
en-lt-t5-small

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text2text-generation

generated_from_trainer

google-t5/t5-small

text-generation-inference

endpoints_compatible

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en-lt-t5-small

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

Loss: 2.8569
Model Preparation Time: 0.0056
Bleu: 1.799

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: 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: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Model Preparation Time	Bleu
No log	1.0	250	3.2005	0.0056	2.0592
3.532	2.0	500	3.1012	0.0056	1.887
3.532	3.0	750	3.0342	0.0056	1.931
3.3132	4.0	1000	2.9828	0.0056	1.8851
3.3132	5.0	1250	2.9414	0.0056	1.8526
3.2165	6.0	1500	2.9097	0.0056	1.8195
3.2165	7.0	1750	2.8858	0.0056	1.8515
3.1562	8.0	2000	2.8698	0.0056	1.8003
3.1562	9.0	2250	2.8605	0.0056	1.7803
3.1312	10.0	2500	2.8569	0.0056	1.799

Framework versions

Transformers 4.46.2
Pytorch 2.5.1+cu121
Datasets 3.1.0
Tokenizers 0.20.3