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inverse_translate_model_v0.4 – AI Model by gshields | AlphaNeural AI
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gshields
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inverse_translate_model_v0.4
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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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inverse_translate_model_v0.4
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: 3.1252
Bleu: 20.5627
Gen Len: 11.3333
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
8
3.1641
21.0809
11.1
No log
2.0
16
3.1252
20.5627
11.3333
Framework versions
Transformers 4.33.1
Pytorch 2.0.1+cu117
Datasets 2.14.5
Tokenizers 0.13.3
