my-finetuned-translation-model – AI Model by chetty23 | AlphaNeural AI

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chetty23/
my-finetuned-translation-model

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text2text-generation

generated_from_trainer

google-t5/t5-small

text-generation-inference

endpoints_compatible

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my-finetuned-translation-model

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: 2.6627
Bleu: 4.8059
Gen Len: 22.8668

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: 0.0003
train_batch_size: 64
eval_batch_size: 64
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: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
3.01	1.0	10954	2.7994	4.2711	22.706
2.9102	2.0	21908	2.7311	4.6527	23.5669
2.8405	3.0	32862	2.6933	4.7386	22.7339
2.8149	4.0	43816	2.6704	4.754	22.8787
2.7975	5.0	54770	2.6627	4.8059	22.8668

Framework versions

Transformers 4.57.1
Pytorch 2.3.1
Datasets 4.8.4
Tokenizers 0.22.2