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            > **Note:** If you wish to use GemMoE while it is in beta, you must add the flag `trust_remote_code=True` in your training/inference config.
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            Please read the [howto.md](https://huggingface.co/Crystalcareai/GemMoE-Base-Random/blob/main/howto.md) | 
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            ## Creating Your Own GemMoE Model
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            > **Note:** If you wish to use GemMoE while it is in beta, you must add the flag `trust_remote_code=True` in your training/inference config.
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            Please read the [howto.md](https://huggingface.co/Crystalcareai/GemMoE-Base-Random/blob/main/howto.md) for a description of these newer models.
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            ## Creating Your Own GemMoE Model
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