grammar_model

This model is a fine-tuned version of mika5883/my_first_rugec_model on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.2535
• Bleu: 57.0233
• Gen Len: 16.278

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: 2
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
No log	1.0	312	0.2541	56.9191	16.2884
0.3445	2.0	624	0.2535	57.0233	16.278

Framework versions

• Transformers 4.38.2
• Pytorch 2.2.1+cu121
• Datasets 2.18.0
• Tokenizers 0.15.2