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GPT_nyala
Daniegiday/GPT_nyala
GPT_nyala is a question answering model from Daniegiday. Use it when the input is a question plus a passage. 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
- Question Answering
- Library
- transformers
- License
- mit
- Model type
- xlm-roberta
- Access
- Public
- Created
- Jan 28, 2025
- Updated
- Feb 5, 2025
- SHA
- 4db18e87
Try a prompt
Base models
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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. -->
GPT_nyala
This model is a fine-tuned version of xlm-roberta-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0000
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
- num_epochs: 20
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 63 | 0.0981 |
| No log | 2.0 | 126 | 0.0007 |
| No log | 3.0 | 189 | 0.0002 |
| No log | 4.0 | 252 | 0.0006 |
| No log | 5.0 | 315 | 0.0169 |
| No log | 6.0 | 378 | 0.0002 |
| No log | 7.0 | 441 | 0.0001 |
| 0.3539 | 8.0 | 504 | 0.0002 |
| 0.3539 | 9.0 | 567 | 0.0001 |
| 0.3539 | 10.0 | 630 | 0.0001 |
| 0.3539 | 11.0 | 693 | 0.0001 |
| 0.3539 | 12.0 | 756 | 0.0001 |
| 0.3539 | 13.0 | 819 | 0.0001 |
| 0.3539 | 14.0 | 882 | 0.0001 |
| 0.3539 | 15.0 | 945 | 0.0001 |
| 0.0012 | 16.0 | 1008 | 0.0000 |
| 0.0012 | 17.0 | 1071 | 0.0001 |
| 0.0012 | 18.0 | 1134 | 0.0000 |
| 0.0012 | 19.0 | 1197 | 0.0000 |
| 0.0012 | 20.0 | 1260 | 0.0000 |
Framework versions
- Transformers 4.47.1
- Pytorch 2.5.1+cu124
- Tokenizers 0.21.0
- Task
- Question Answering
- Library
- transformers
- Type
- xlm-roberta
- License
- mit
- Created
- Jan 28, 2025
- Updated
- Feb 5, 2025