t5-mt-en-ca-new – AI Model by judithrosell | AlphaNeural AI

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judithrosell/
t5-mt-en-ca-new

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text2text-generation

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text-generation-inference

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t5-mt-en-ca-new

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

Loss: 3.4508
Bleu: 0.2189
Gen Len: 17.5396

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: 5
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
No log	1.0	231	3.6893	0.0917	17.7687
No log	2.0	462	3.5711	0.1244	17.6591
3.9065	3.0	693	3.5008	0.1889	17.6059
3.9065	4.0	924	3.4631	0.2197	17.5244
3.7288	5.0	1155	3.4508	0.2189	17.5396

Framework versions

Transformers 4.28.1
Pytorch 2.0.0+cu118
Datasets 2.12.0
Tokenizers 0.13.3