training completed
Browse files- README.md +66 -0
- adapter_model.safetensors +1 -1
README.md
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---
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base_model: meta-llama/Meta-Llama-3-8B
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library_name: peft
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license: llama3
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metrics:
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- accuracy
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tags:
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- generated_from_trainer
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model-index:
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- name: llama3-pycodestyle-480
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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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# llama3-pycodestyle-480
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This model is a fine-tuned version of [meta-llama/Meta-Llama-3-8B](https://huggingface.co/meta-llama/Meta-Llama-3-8B) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.2454
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- Accuracy: 0.9667
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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: 0.001
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- train_batch_size: 8
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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: linear
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- num_epochs: 5
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| 1.0094 | 1.0 | 60 | 1.1250 | 0.875 |
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| 0.3028 | 2.0 | 120 | 0.4615 | 0.95 |
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| 0.459 | 3.0 | 180 | 0.1061 | 0.975 |
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| 0.1836 | 4.0 | 240 | 0.4896 | 0.9667 |
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| 0.0453 | 5.0 | 300 | 0.2454 | 0.9667 |
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### Framework versions
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- PEFT 0.11.1
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- Transformers 4.41.2
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- Pytorch 2.3.0+cu121
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- Datasets 2.20.0
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- Tokenizers 0.19.1
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adapter_model.safetensors
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