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README.md ADDED
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+ ---
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+ license: gemma
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+ library_name: peft
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+ tags:
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+ - generated_from_trainer
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+ base_model: justshao/gemma-7b-with-confidence
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+ model-index:
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+ - name: LORA_gemma_trained_on_MMLU_5shot_test
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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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+ # LORA_gemma_trained_on_MMLU_5shot_test
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+
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+ This model is a fine-tuned version of [justshao/gemma-7b-with-confidence](https://huggingface.co/justshao/gemma-7b-with-confidence) on the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.2779
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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: 2
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+ - eval_batch_size: 2
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+ - seed: 42
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+ - gradient_accumulation_steps: 8
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+ - total_train_batch_size: 16
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: linear
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+ - num_epochs: 5
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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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+ | 0.3002 | 1.0 | 877 | 0.2812 |
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+ | 0.2731 | 2.0 | 1755 | 0.2820 |
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+ | 0.2539 | 3.0 | 2632 | 0.2787 |
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+ | 0.2419 | 4.0 | 3510 | 0.2775 |
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+ | 0.2351 | 5.0 | 4385 | 0.2779 |
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+
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+
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+ ### Framework versions
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+
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+ - PEFT 0.10.0
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+ - Transformers 4.39.3
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+ - Pytorch 2.2.2+cu121
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+ - Datasets 2.18.0
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+ - Tokenizers 0.15.2
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