t5-small-ENG2BASH-custom-v2

This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.2653
• Bleu: 76.4656
• Gen Len: 16.92

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: 5
• eval_batch_size: 5
• 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	40	0.3151	69.2544	17.36
No log	2.0	80	0.3087	70.4152	17.08
No log	3.0	120	0.2938	75.3344	16.92
No log	4.0	160	0.2671	74.809	16.92
No log	5.0	200	0.2653	76.4656	16.92

Framework versions

• Transformers 4.27.0.dev0
• Pytorch 1.13.1
• Datasets 2.9.0
• Tokenizers 0.13.2