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--- |
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base_model: NousResearch/Llama-2-7b-hf |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: peftllama |
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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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# peftllama |
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This model is a fine-tuned version of [NousResearch/Llama-2-7b-hf](https://huggingface.co/NousResearch/Llama-2-7b-hf) on an unknown dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 1.7050 |
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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: 0.0002 |
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- train_batch_size: 4 |
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- eval_batch_size: 8 |
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- seed: 42 |
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
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- lr_scheduler_type: constant |
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- lr_scheduler_warmup_steps: 0.03 |
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- training_steps: 200 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:-----:|:----:|:---------------:| |
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| No log | 0.0 | 20 | 1.7986 | |
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| No log | 0.0 | 40 | 1.7814 | |
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| 1.8763 | 0.0 | 60 | 1.7720 | |
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| 1.8763 | 0.01 | 80 | 1.7641 | |
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| 1.8826 | 0.01 | 100 | 1.7582 | |
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| 1.8826 | 0.01 | 120 | 1.7520 | |
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| 1.8826 | 0.01 | 140 | 1.7459 | |
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| 1.8864 | 0.01 | 160 | 1.7367 | |
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| 1.8864 | 0.01 | 180 | 1.7132 | |
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| 1.833 | 0.01 | 200 | 1.7050 | |
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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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