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End of training

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  1. README.md +70 -0
  2. generation_config.json +6 -0
README.md ADDED
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+ ---
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+ library_name: transformers
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+ license: other
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+ base_model: aubmindlab/aragpt2-large
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: DrAI-chatbot
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+ results: []
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ # DrAI-chatbot
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+
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+ This model is a fine-tuned version of [aubmindlab/aragpt2-large](https://huggingface.co/aubmindlab/aragpt2-large) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 4.2181
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 5e-05
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+ - train_batch_size: 1
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+ - eval_batch_size: 1
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+ - seed: 42
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+ - gradient_accumulation_steps: 32
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+ - total_train_batch_size: 32
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+ - optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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+ - lr_scheduler_type: linear
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+ - num_epochs: 10
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+ - mixed_precision_training: Native AMP
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss |
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+ |:-------------:|:------:|:----:|:---------------:|
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+ | 107.5815 | 1.0 | 135 | 3.1959 |
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+ | 92.4065 | 2.0 | 270 | 3.1177 |
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+ | 82.5107 | 3.0 | 405 | 3.1419 |
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+ | 69.6446 | 4.0 | 540 | 3.2807 |
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+ | 61.3893 | 5.0 | 675 | 3.4748 |
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+ | 51.678 | 6.0 | 810 | 3.6348 |
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+ | 45.5323 | 7.0 | 945 | 3.8739 |
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+ | 38.5833 | 8.0 | 1080 | 4.0467 |
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+ | 35.6599 | 9.0 | 1215 | 4.1354 |
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+ | 31.9573 | 9.9264 | 1340 | 4.2181 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.47.1
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+ - Pytorch 2.5.1+cu121
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+ - Datasets 3.2.0
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+ - Tokenizers 0.21.0
generation_config.json ADDED
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+ {
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+ "_from_model_config": true,
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+ "bos_token_id": 0,
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+ "eos_token_id": 0,
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+ "transformers_version": "4.47.1"
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+ }