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@@ -7,13 +7,13 @@ Learn more about how to take advantage of the power of Habana HPUs to train Tran
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  ## RoBERTa Base model HPU configuration
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- This model contains just the `GaudiConfig` file for running the [roberta-base](https://huggingface.co/roberta-base) model on Habana's Gaudi processors (HPU).
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  **This model contains no model weights, only a GaudiConfig.**
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  This enables to specify:
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  - `use_habana_mixed_precision`: whether to use Habana Mixed Precision (HMP)
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- - `hmp_opt_level`: optimization level for HMP, see [here](https://docs.habana.ai/en/latest/PyTorch/PyTorch_User_Guide/PT_Mixed_Precision.html#configuration-options) for a detailed explanation
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  - `hmp_bf16_ops`: list of operators that should run in bf16
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  - `hmp_fp32_ops`: list of operators that should run in fp32
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  - `hmp_is_verbose`: verbosity
 
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  ## RoBERTa Base model HPU configuration
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+ This model only contains the `GaudiConfig` file for running the [roberta-base](https://huggingface.co/roberta-base) model on Habana's Gaudi processors (HPU).
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  **This model contains no model weights, only a GaudiConfig.**
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  This enables to specify:
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  - `use_habana_mixed_precision`: whether to use Habana Mixed Precision (HMP)
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+ - `hmp_opt_level`: optimization level for HMP, see [here](https://docs.habana.ai/en/latest/PyTorch/PyTorch_Mixed_Precision/PT_Mixed_Precision.html#configuration-options) for a detailed explanation
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  - `hmp_bf16_ops`: list of operators that should run in bf16
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  - `hmp_fp32_ops`: list of operators that should run in fp32
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  - `hmp_is_verbose`: verbosity