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  The Phi-3-22b is a depth upsampled version of the 14b [Phi-3-medium-128k-instruct](https://huggingface.co/microsoft/Phi-3-medium-128k-instruct). We removed the bottom 8 layers of one copy of the 14b and the top 8 layers of another copy of the 14b model and stacked them. We plan to do continued pretraining to improve performance.
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  Since this model has not been continued pretrained, the quality may vary.
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- Loading:
 
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  ```
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  !pip install flash-attn --no-build-isolation
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  !pip install peft bitsandbytes accelerate transformers
 
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  The Phi-3-22b is a depth upsampled version of the 14b [Phi-3-medium-128k-instruct](https://huggingface.co/microsoft/Phi-3-medium-128k-instruct). We removed the bottom 8 layers of one copy of the 14b and the top 8 layers of another copy of the 14b model and stacked them. We plan to do continued pretraining to improve performance.
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  Since this model has not been continued pretrained, the quality may vary.
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+ Loading the model:
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  ```
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  !pip install flash-attn --no-build-isolation
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  !pip install peft bitsandbytes accelerate transformers