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nllb-peft_ta-en – AI Model by Logii33 | AlphaNeural AI
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nllb-peft_ta-en
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peft
safetensors
generated_from_trainer
facebook/nllb-200-distilled-600M
adapter
cc-by-nc-4.0
us
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nllb-peft_ta-en
This model is a fine-tuned version of
facebook/nllb-200-distilled-600M
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 6.7976
Sacrebleu: 18.9451
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: 0.0001
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: 3
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Sacrebleu
6.8564
1.0
11250
6.8023
18.4000
6.849
2.0
22500
6.7986
18.6259
6.8576
3.0
33750
6.7976
18.9451
Framework versions
PEFT 0.12.0
Transformers 4.45.0.dev0
Pytorch 2.1.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1
