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nllb-200-distilled-600M-73K-en-to-dz – AI Model by KarmaCST | AlphaNeural AI

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KarmaCST/
nllb-200-distilled-600M-73K-en-to-dz

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text2text-generation

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endpoints_compatible

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nllb-200-distilled-600M-73K-en-to-dz

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: 1.2736
eval_bleu: 3.5332
eval_gen_len: 16.3464
eval_runtime: 380.9485
eval_samples_per_second: 19.283
eval_steps_per_second: 1.208
epoch: 3.0
step: 12396

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: 5
mixed_precision_training: Native AMP

Framework versions

Transformers 4.28.0
Pytorch 2.0.1+cu118
Datasets 2.12.0
Tokenizers 0.13.3