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README.md
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---
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license:
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library_name: peft
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tags:
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- llama-factory
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* No need of `trust_remote_code`.
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For more details, please refer to the [blog post](https://qwenlm.github.io/blog/qwen1.5/) and [GitHub repo](https://github.com/QwenLM/Qwen1.5).
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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: 7e-05
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- train_batch_size: 2
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- eval_batch_size: 1
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 2
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- gradient_accumulation_steps: 4
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- total_train_batch_size: 16
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- total_eval_batch_size: 2
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: cosine
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- lr_scheduler_warmup_steps: 13
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- num_epochs: 5.0
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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| :-----------: | :----: | :--: | :-------------: |
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| 0.6358 | 0.7619 | 20 | 0.5865 |
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| 0.6379 | 1.5238 | 40 | 0.5621 |
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| 0.6067 | 2.2857 | 60 | 0.5561 |
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| 0.5339 | 3.0476 | 80 | 0.5515 |
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| 0.6749 | 3.8095 | 100 | 0.5500 |
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| 0.6351 | 4.5714 | 120 | 0.5497 |
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### Framework versions
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- PEFT 0.10.0
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- Transformers 4.40.0
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- Pytorch 2.1.0+cu121
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- Datasets 2.14.5
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- Tokenizers 0.19.1
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## Intended uses & limitations
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More information needed
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---
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license: mit
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library_name: peft
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tags:
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- llama-factory
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* No need of `trust_remote_code`.
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For more details, please refer to the [blog post](https://qwenlm.github.io/blog/qwen1.5/) and [GitHub repo](https://github.com/QwenLM/Qwen1.5).
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## Intended uses & limitations
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More information needed
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