rchadha134
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End of training
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README.md
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---
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license: other
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base_model: microsoft/phi-1_5
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tags:
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- generated_from_trainer
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model-index:
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- name: phi1_5_alpaca_Qlora
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results: []
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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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# phi1_5_alpaca_Qlora
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This model is a fine-tuned version of [microsoft/phi-1_5](https://huggingface.co/microsoft/phi-1_5) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.9717
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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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: 8
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- seed: 42
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- gradient_accumulation_steps: 4
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- total_train_batch_size: 8
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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: 1
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 1.1046 | 0.16 | 1000 | 1.1014 |
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| 0.9635 | 0.24 | 1500 | 1.0126 |
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| 1.022 | 0.31 | 2000 | 0.9848 |
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| 1.0402 | 0.39 | 2500 | 0.9818 |
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| 0.9899 | 0.47 | 3000 | 0.9766 |
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| 1.0379 | 0.55 | 3500 | 0.9752 |
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| 1.0046 | 0.63 | 4000 | 0.9744 |
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| 1.0452 | 0.71 | 4500 | 0.9738 |
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| 1.0428 | 0.79 | 5000 | 0.9732 |
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| 0.9916 | 0.86 | 5500 | 0.9721 |
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| 1.0083 | 0.94 | 6000 | 0.9717 |
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### Framework versions
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- Transformers 4.35.2
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- Pytorch 2.1.0+cu118
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- Datasets 2.15.0
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- Tokenizers 0.15.0
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