---
language:
- ru
tags:
- generated_from_trainer
datasets:
- murakami
model-index:
- name: murakami_rugpt3small
  results: []
---

# murakami_rugpt3small

## Model description

Fine-tuned from [sberbank-ai/rugpt3small_based_on_gpt2](https://huggingface.co/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](https://huggingface.co/datasets/vldsavelyev/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