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aragpt2-base-finetuned-wikitext2
anes-saidi/aragpt2-base-finetuned-wikitext2
aragpt2-base-finetuned-wikitext2 is a text generation model from anes-saidi. Use it when you need the model to write or continue text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- gpt2
- Access
- Public
- Created
- May 16, 2022
- Updated
- May 16, 2022
- SHA
- b1f3ee43
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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. -->
aragpt2-base-finetuned-wikitext2
This model is a fine-tuned version of aubmindlab/aragpt2-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 5.0307
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
- num_epochs: 3.0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 387 | 5.1841 |
| 5.9664 | 2.0 | 774 | 5.0627 |
| 5.4166 | 3.0 | 1161 | 5.0307 |
Framework versions
- Transformers 4.11.0
- Pytorch 1.11.0+cu113
- Datasets 2.2.1
- Tokenizers 0.10.3
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- Created
- May 16, 2022
- Updated
- May 16, 2022