rugpt3small_based_on_gpt2-finetuned_teachers_quotes

This model is a fine-tuned version of sberbank-ai/rugpt3small_based_on_gpt2 on the sql dataset. It achieves the following results on the evaluation set:

• Loss: 2.9443

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: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 3.0

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	310	2.9793
3.1099	2.0	620	2.9492
3.1099	3.0	930	2.9443

Framework versions

• Transformers 4.27.3
• Pytorch 1.13.1+cu116
• Datasets 2.10.1
• Tokenizers 0.13.2