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translate_model_v3.1 – AI Model by gshields | AlphaNeural AI
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gshields
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translate_model_v3.1
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transformers
pytorch
marian
text2text-generation
generated_from_trainer
Helsinki-NLP/opus-mt-hi-en
finetune
apache-2.0
endpoints_compatible
us
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translate_model_v3.1
This model is a fine-tuned version of
Helsinki-NLP/opus-mt-hi-en
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 3.1030
Bleu: 0.2137
Gen Len: 105.305
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: 2
Training results
Training Loss
Epoch
Step
Validation Loss
Bleu
Gen Len
No log
1.0
50
3.3090
0.1375
119.75
No log
2.0
100
3.1030
0.2137
105.305
Framework versions
Transformers 4.33.1
Pytorch 2.0.1+cu117
Datasets 2.14.5
Tokenizers 0.13.3
