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occitan-distilgpt2-medium
crossroderick/occitan-distilgpt2-medium
occitan-distilgpt2-medium is a text generation model from crossroderick. Use it when you need the model to write or continue text. It is set up for transformers.
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At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- gpt2
- Access
- Public
- Created
- Feb 23, 2024
- Updated
- Mar 13, 2024
- SHA
- a2fe673c
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Model card
From the Hugging Face model README
occitan-distilgpt2-medium
Adieusatz brave monde!
This model is a fine-tuned version of distilgpt2 on the Occitan language section of the Wikipedia dataset, and is part of a personal effort to study the Occitan language in an NLP environment. It achieves the following results on the evaluation set:
- Loss: 2.0163
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: 5e-05
- train_batch_size: 12
- eval_batch_size: 12
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 48
- 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 |
|---|---|---|---|
| 2.1497 | 1.0 | 854 | 2.0202 |
| 2.1145 | 2.0 | 1708 | 2.0195 |
| 2.097 | 3.0 | 2562 | 2.0163 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.1.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- Created
- Feb 23, 2024
- Updated
- Mar 13, 2024