hi_do_epoch_5 – AI Model by anjalyjayakrishnan | AlphaNeural AI

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hi_do_epoch_5

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text2text-generation

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hi_do_epoch_5

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:

Loss: 1.4675
Bleu: 34.8763
Gen Len: 40.6362

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

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
No log	1.0	398	2.0556	22.5137	39.5758
2.9556	2.0	796	1.6863	30.1421	39.9786
1.8135	3.0	1194	1.5487	32.8717	40.1963
1.5932	4.0	1592	1.4839	34.2659	40.5695
1.5932	5.0	1990	1.4675	34.8763	40.6362

Framework versions

Transformers 4.26.0
Pytorch 1.10.1+cu113
Datasets 2.8.0
Tokenizers 0.13.2