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toki-pona-better
adamthekiwi/toki-pona-better
toki-pona-better is a text generation model from adamthekiwi. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- gpt2
- Access
- Public
- Created
- Apr 29, 2023
- Updated
- Apr 29, 2023
- SHA
- 38c00636
Try a prompt
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
toki-pona-better
This model is a fine-tuned version of distilgpt2 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.5782
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
- lr_scheduler_warmup_steps: 500
- num_epochs: 6
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.9908 | 1.0 | 15916 | 1.8937 |
| 1.8501 | 2.0 | 31832 | 1.7470 |
| 1.7636 | 3.0 | 47748 | 1.6663 |
| 1.704 | 4.0 | 63664 | 1.6184 |
| 1.6656 | 5.0 | 79580 | 1.5890 |
| 1.6331 | 6.0 | 95496 | 1.5782 |
Framework versions
- Transformers 4.28.1
- Pytorch 2.0.0+cu118
- Datasets 2.12.0
- Tokenizers 0.13.3
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- apache-2.0
- Created
- Apr 29, 2023
- Updated
- Apr 29, 2023