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tolkien-mythopoeic-gen
muirkat/tolkien-mythopoeic-gen
tolkien-mythopoeic-gen is a text generation model from muirkat. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- mit
- Model type
- gpt2
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Sep 17, 2021
- SHA
- 6d4d2b3f
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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. -->
tolkien-mythopoeic-gen
This model is a fine-tuned version of gpt2 on Tolkien's mythopoeic works, namely The Silmarillion and Unfinished Tales of Numenor and Middle Earth.
It achieves the following results on the evaluation set:
- Loss: 3.5110
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: 16
- eval_batch_size: 16
- seed: 42
- 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 |
|---|---|---|---|
| 3.5732 | 1.0 | 145 | 3.5110 |
| 3.5713 | 2.0 | 290 | 3.5110 |
| 3.5718 | 3.0 | 435 | 3.5110 |
Framework versions
- Transformers 4.10.2
- Pytorch 1.9.0+cu102
- Tokenizers 0.10.3
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- mit
- Created
- Mar 2, 2022
- Updated
- Sep 17, 2021