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murakami_rugpt3small
vldsavelyev/murakami_rugpt3small
murakami_rugpt3small is a text generation model from vldsavelyev. Use it when you need the model to write or continue text. It is set up for transformers.
Fine-tuned from sberbank-ai/rugpt3smallbasedongpt2
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At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- gpt2
- Access
- Public
- Created
- Mar 21, 2023
- Updated
- Mar 25, 2023
- SHA
- 95b3c55b
Datasets
Model card
From the Hugging Face model README
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
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- Languages
- ru
- Created
- Mar 21, 2023
- Updated
- Mar 25, 2023