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nmt_T5_10k_tr_en – AI Model by basakdemirok | AlphaNeural AI
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basakdemirok
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nmt_T5_10k_tr_en
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transformers
tensorboard
safetensors
t5
text2text-generation
generated_from_trainer
google-t5/t5-small
finetune
apache-2.0
text-generation-inference
endpoints_compatible
us
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nmt_T5_tr_en_v0
This model is a fine-tuned version of
google-t5/t5-small
on the None dataset. It achieves the following results on the evaluation set:
Loss: 3.1426
Bleu: 2.3489
Gen Len: 16.9877
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: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Bleu
Gen Len
2.8413
1.0
25000
3.2492
2.0144
16.9707
2.6397
2.0
50000
3.1695
2.27
16.9501
2.6047
3.0
75000
3.1426
2.3489
16.9877
Framework versions
Transformers 4.41.2
Pytorch 2.3.0+cu118
Datasets 2.4.0
Tokenizers 0.19.1
