masked-sentence-generation

This model is a fine-tuned version of TasmiaAzmi/masked-sentence-generation on the None dataset. It achieves the following results on the evaluation set:

• Loss: 2.6685

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: 4
• eval_batch_size: 4
• seed: 42
• gradient_accumulation_steps: 16
• total_train_batch_size: 64
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 4

Training results

Training Loss	Epoch	Step	Validation Loss
2.8159	0.98	100	2.6620
2.7161	1.96	200	2.6630
2.6516	2.94	300	2.6663
2.6142	3.92	400	2.6685

Framework versions

• Transformers 4.28.1
• Pytorch 2.0.0
• Datasets 2.12.0
• Tokenizers 0.11.0