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Updating ReadMe

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Updating template to reflect additions discussed in (this thread) [https://huggingface.slack.com/archives/C025H22A3ND/p1675839299266509] with

@stas

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  1. README.md +4 -0
README.md CHANGED
@@ -89,6 +89,10 @@ Use the code below to get started with the model.
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  [More Information Needed]
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  ### Speeds, Sizes, Times
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  <!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
 
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  [More Information Needed]
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+ ### Training hyperparameters
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+ - **Precision:** [More Information Needed] <!--fp16, bf16, fp8, fp32 -->
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+ - **Regime:** [More Information Needed] <!--mixed precision or not -->
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  ### Speeds, Sizes, Times
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  <!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->