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marianmt-santali-sanlish-to-bangla_normalSplit – AI Model by thunderboltc | AlphaNeural AI
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marianmt-santali-sanlish-to-bangla_normalSplit
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transformers
safetensors
marian
text2text-generation
generated_from_trainer
Helsinki-NLP/opus-mt-en-mul
finetune
apache-2.0
endpoints_compatible
us
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marianmt-santali-sanlish-to-bangla_normalSplit
This model is a fine-tuned version of
Helsinki-NLP/opus-mt-en-mul
on the None dataset. It achieves the following results on the evaluation set:
epoch: 22.0
eval_bertscore: 0.8438
eval_bleu: 11.3284
eval_chrf: 40.3184
eval_loss: 1.6976
eval_meteor: 0.3389
eval_runtime: 18.6408
eval_samples_per_second: 10.354
eval_steps_per_second: 1.341
step: 4268
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: 8
eval_batch_size: 8
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 35
mixed_precision_training: Native AMP
Framework versions
Transformers 4.46.3
Pytorch 2.11.0+cu128
Datasets 4.0.0
Tokenizers 0.20.3
