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+ ---
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: Chinese-Llama-2-LoRA-7B
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+ results: []
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+ ---
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+ # Chinese-Llama-2-LoRA-7B
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+
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+ The LoRA version of Chinese-Llama-2 base on [Llama-2-7b-hf](https://huggingface.co/meta-llama/Llama-2-7b-hf).
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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: 2e-05
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+ - train_batch_size: 2
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+ - eval_batch_size: 1
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+ - seed: 1
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+ - distributed_type: multi-GPU
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+ - num_devices: 16
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+ - gradient_accumulation_steps: 8
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+ - total_train_batch_size: 256
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+ - total_eval_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: cosine
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+ - lr_scheduler_warmup_ratio: 0.03
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+ - num_epochs: 3.0
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+
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+ ### Training results
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+
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.28.0.dev0
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+ - Pytorch 1.13.1+cu117
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+ - Datasets 2.11.0
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+ - Tokenizers 0.13.2