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Add hardware plugin blog post #41

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MengqingCao
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This blog post focuses on how the vLLM Hardware Plugin works and shares best practice for supporting Ascend NPU through the plugin mechanism.

cc @youkaichao @simon-mo @Yikun @wangxiyuan

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@celestialli Thanks for your review! I'll update it in next commit

Signed-off-by: MengqingCao <[email protected]>
Signed-off-by: MengqingCao <[email protected]>
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@zeshengzong Thanks for your reivew, all your comments have been fixed in the latest commit.

Signed-off-by: MengqingCao <[email protected]>
Signed-off-by: MengqingCao <[email protected]>

vLLM supports both dynamic registration of quantization algorithms and model. New backends can implement them on demand.

**Registering a Custom Quantization Algorithm**
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I think OOT quantization and models aren't that related to OOT platforms. It would be better to keep the blog focused on one topic.

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Considering that oot devices may register their own quantization algorithms and models, this part is also written as an option in this PR.

However, as you said, this is indeed relatively independent of the platform plugin topic. Thus I will delete step 4. Thank you for your helpful suggestions!

@simon-mo simon-mo requested a review from youkaichao March 16, 2025 03:41
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4 participants