Make distinct code and console admonitions so readers are less likely to miss them (#20585)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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@@ -15,7 +15,7 @@ pip install \
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## Quantizing HuggingFace Models
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You can quantize your own huggingface model with torchao, e.g. [transformers](https://huggingface.co/docs/transformers/main/en/quantization/torchao) and [diffusers](https://huggingface.co/docs/diffusers/en/quantization/torchao), and save the checkpoint to huggingface hub like [this](https://huggingface.co/jerryzh168/llama3-8b-int8wo) with the following example code:
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??? Code
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??? code
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```Python
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import torch
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