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lg-en-v2 – AI Model by Conrad747 | AlphaNeural AI
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Conrad747
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lg-en-v2
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transformers
pytorch
marian
text2text-generation
generated_from_trainer
endpoints_compatible
us
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lg-en-test-version
This model is a fine-tuned version of
AI-Lab-Makerere/lg_en
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.5803
Bleu: 31.3111
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: 9.687717341785184e-05
train_batch_size: 15
eval_batch_size: 2
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Bleu
No log
1.0
24
1.0100
28.5722
No log
2.0
48
0.7758
27.7506
No log
3.0
72
0.6459
40.3866
No log
4.0
96
0.5803
31.3111
Framework versions
Transformers 4.21.2
Pytorch 1.12.1+cu113
Datasets 2.4.0
Tokenizers 0.12.1
