murakami_rugpt3small

Model description

Fine-tuned from sberbank-ai/rugpt3small_based_on_gpt2

Intended uses & limitations

Generate novels in the style of Haruki Murakami, in Russian.

Just my exercise to learn the Huggingface ecosystem, really.

Training and evaluation data

Fine-tuned on murakami dataset, which was built from Russian translations of novels by Haruki Murakami.

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 5e-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
• gradient_checkpointing: True
• num_epochs: 3.0
• mixed_precision_training: Native AMP (fp16=True)

Framework versions

• Transformers 4.27.3
• Pytorch 2.0.0+cu117
• Datasets 2.10.1
• Tokenizers 0.13.2