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singlish-to-english-synthetic – AI Model by raqdo09 | AlphaNeural AI
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singlish-to-english-synthetic
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transformers
tensorboard
safetensors
t5
text2text-generation
simplification
generated_from_trainer
google-t5/t5-base
finetune
apache-2.0
text-generation-inference
endpoints_compatible
us
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singlish-to-english-synthetic
This model is a fine-tuned version of
google-t5/t5-base
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.8281
Bleu: 43.2955
Gen Len: 14.68
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: 5.6e-05
train_batch_size: 8
eval_batch_size: 8
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
57
0.8919
42.8283
14.54
No log
2.0
114
0.8281
43.2955
14.68
Framework versions
Transformers 4.38.0
Pytorch 2.1.0+cu121
Datasets 2.17.1
Tokenizers 0.15.2
