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DrAI-chatbot
ehab215/DrAI-chatbot
DrAI-chatbot is a text generation model from ehab215. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as other.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- other
- Model type
- aragpt2
- Access
- Public
- Created
- Jan 22, 2025
- Updated
- Jan 27, 2025
- SHA
- afad5bad
Try a prompt
Base models
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. -->
DrAI-chatbot
This model is a fine-tuned version of aubmindlab/aragpt2-large on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 4.2181
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: 5e-05
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- gradient_accumulation_steps: 32
- total_train_batch_size: 32
- 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: 10
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 107.5815 | 1.0 | 135 | 3.1959 |
| 92.4065 | 2.0 | 270 | 3.1177 |
| 82.5107 | 3.0 | 405 | 3.1419 |
| 69.6446 | 4.0 | 540 | 3.2807 |
| 61.3893 | 5.0 | 675 | 3.4748 |
| 51.678 | 6.0 | 810 | 3.6348 |
| 45.5323 | 7.0 | 945 | 3.8739 |
| 38.5833 | 8.0 | 1080 | 4.0467 |
| 35.6599 | 9.0 | 1215 | 4.1354 |
| 31.9573 | 9.9264 | 1340 | 4.2181 |
Framework versions
- Transformers 4.47.1
- Pytorch 2.5.1+cu121
- Datasets 3.2.0
- Tokenizers 0.21.0
- Task
- Text Generation
- Library
- transformers
- Type
- aragpt2
- License
- other
- Created
- Jan 22, 2025
- Updated
- Jan 27, 2025