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@@ -22,6 +22,14 @@ Codename: numfa-v2
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  The model was trained by [easylm](https://github.com/young-geng/EasyLM)
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  **Example**
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  ```python
 
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  The model was trained by [easylm](https://github.com/young-geng/EasyLM)
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+ ## Acknowledgements
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+ Research supported with Cloud TPUs from Google's [TPU Research Cloud](https://sites.research.google/trc/about/) (TRC). We use TPU4-64 for training model about 4 days.
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+ Thank you [TPU Research Cloud](https://sites.research.google/trc/about/) and [EasyLM project](https://github.com/young-geng/EasyLM)! We use EasyLM for pretraining model.
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+ ## How to use
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  **Example**
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  ```python