Moroccan Darija models
Collection
6 items
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Updated
darija-to-english-2
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: 0.8135
- eval_bleu: 64.1706
- eval_gen_len: 25.2214
- eval_runtime: 1276.1391
- eval_samples_per_second: 5.048
- eval_steps_per_second: 0.632
- epoch: 3.0
- step: 9663
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: 0.0002
- 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: 5
- mixed_precision_training: Native AMP
Framework versions
- Transformers 4.37.0
- Pytorch 2.1.2
- Datasets 2.1.0
- Tokenizers 0.15.1
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Model tree for ychafiqui/darija-to-english-2
Base model
facebook/nllb-200-distilled-600M