t5-opus_infopankki-en-zh – AI Model by 0x12 | AlphaNeural AI

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t5-opus_infopankki-en-zh

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text2text-generation

generated_from_trainer

opus_infopankki

text-generation-inference

endpoints_compatible

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t5-opus_infopankki-en-zh

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

Loss: 2.3548

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: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
3.065	1.0	1496	2.7383
2.8459	2.0	2992	2.6077
2.7296	3.0	4488	2.5336
2.6639	4.0	5984	2.4761
2.6234	5.0	7480	2.4342
2.5847	6.0	8976	2.4038
2.5536	7.0	10472	2.3808
2.5213	8.0	11968	2.3663
2.5275	9.0	13464	2.3574
2.5215	10.0	14960	2.3548

Framework versions

Transformers 4.18.0
Pytorch 1.11.0+cu113
Datasets 2.1.0
Tokenizers 0.12.1