thunderboltc
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nllb_sanlish_bangla_ckpt

text2text-generation

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nllb_sanlish_bangla_ckpt

This model is a fine-tuned version of facebook/nllb-200-distilled-600M on the None dataset. It achieves the following results on the evaluation set:

eval_loss: 2.4720
eval_bleu: 2.5433
eval_chrf: 22.0207
eval_runtime: 4.9086
eval_samples_per_second: 10.186
eval_steps_per_second: 1.426
epoch: 27.0
step: 702

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
gradient_accumulation_steps: 2
total_train_batch_size: 16
optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 50
num_epochs: 30
mixed_precision_training: Native AMP

Framework versions

Transformers 5.12.1
Pytorch 2.11.0+cu128
Datasets 4.0.0
Tokenizers 0.22.2

Downloads last month: 23

Safetensors

Model size

0.6B params

Tensor type

F32

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