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transformer-en-ru – AI Model by Anonumous | AlphaNeural AI
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Anonumous
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transformer-en-ru
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transformers
safetensors
marian
text2text-generation
generated_from_trainer
Helsinki-NLP/opus-mt-en-ru
finetune
apache-2.0
endpoints_compatible
us
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transformer-en-ru
This model is a fine-tuned version of
Helsinki-NLP/opus-mt-en-ru
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.6527
Bleu: 67.1147
Gen Len: 127.0651
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: 4
Training results
Training Loss
Epoch
Step
Validation Loss
Bleu
Gen Len
0.7937
1.0
568
0.6373
68.0996
127.3319
0.6728
2.0
1136
0.6028
69.6232
127.2664
0.6136
3.0
1704
0.5853
70.2068
126.963
0.5733
4.0
2272
0.5806
70.2274
127.2151
Framework versions
Transformers 4.35.0
Pytorch 2.0.0.dev20230205+cu117
Datasets 2.13.1
Tokenizers 0.14.1
