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orpo chinese phi3 4K
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README.md
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license:
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base_model: /data/user/chengrui/project/mergekit/Phi-3-mini-128k-instruct
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tags:
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- llama-factory
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- full
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- generated_from_trainer
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model-index:
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- name: phi3-chinese-orpo
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results: []
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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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# phi3-chinese-orpo
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This model is a fine-tuned version of [/data/user/chengrui/project/mergekit/Phi-3-mini-128k-instruct](https://huggingface.co//data/user/chengrui/project/mergekit/Phi-3-mini-128k-instruct) on the dpo_mix_en and the dpo_mix_zh datasets.
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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-06
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- train_batch_size: 1
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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: 6
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- gradient_accumulation_steps: 8
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- total_train_batch_size: 48
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- total_eval_batch_size: 6
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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: 0.1
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- lr_scheduler_warmup_steps: 20
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- num_epochs: 3.0
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- mixed_precision_training: Native AMP
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### Training results
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### Framework versions
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- Transformers 4.40.0
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- Pytorch 2.1.0+cu121
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- Datasets 2.15.0
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- Tokenizers 0.19.1
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license: mit
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