results0 – AI Model by SanyamGoyal | AlphaNeural AI

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text2text-generation

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text-generation-inference

endpoints_compatible

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results0

This model is a fine-tuned version of t5-small on the wmt16 dataset. It achieves the following results on the evaluation set:

Loss: 2.3777

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
3.3055	1.0	32	2.6602
3.1429	2.0	64	2.5321
3.0691	3.0	96	2.4767
3.0505	4.0	128	2.4447
2.9984	5.0	160	2.4181
2.9467	6.0	192	2.4014
2.9553	7.0	224	2.3902
2.9498	8.0	256	2.3836
2.8894	9.0	288	2.3790
2.9253	10.0	320	2.3777

Framework versions

Transformers 4.27.4
Pytorch 2.0.0+cu118
Datasets 2.11.0
Tokenizers 0.13.3