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RouteTisaleoGPT2
IAMRS23/RouteTisaleoGPT2
RouteTisaleoGPT2 is a text generation model from IAMRS23. 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
- Jan 28, 2025
- Updated
- Feb 14, 2025
- SHA
- 02b9f34c
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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. -->
RouteTisaleoGPT2
This model is a fine-tuned version of IAMRS23/RouteTisaleoGPT2 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.0332
- Perplexity: 4718.9899
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: 3e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 100
- num_epochs: 10
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Perplexity |
|---|---|---|---|---|
| 1.323 | 0.9804 | 100 | 0.0435 | 4779.9616 |
| 0.0424 | 1.9608 | 200 | 0.0357 | 4948.1139 |
| 0.0374 | 2.9412 | 300 | 0.0343 | 4729.6717 |
| 0.0358 | 3.9216 | 400 | 0.0360 | 4759.4082 |
| 0.0355 | 4.9020 | 500 | 0.0337 | 4736.7832 |
| 0.0349 | 5.8824 | 600 | 0.0345 | 4804.4681 |
| 0.0347 | 6.8627 | 700 | 0.0335 | 4938.8585 |
| 0.0345 | 7.8431 | 800 | 0.0333 | 4736.7832 |
| 0.0346 | 8.8235 | 900 | 0.0335 | 4759.4082 |
| 0.0341 | 9.8039 | 1000 | 0.0332 | 4718.9899 |
Framework versions
- Transformers 4.48.2
- Pytorch 2.5.1+cu124
- Datasets 3.2.0
- Tokenizers 0.21.0
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- mit
- Created
- Jan 28, 2025
- Updated
- Feb 14, 2025