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# 博客、示例笔记本和其他资源
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以下各节包含示例和其他资源，供您详细了解 Amazon SageMaker AI。

## 博客和案例研究
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有关 SageMaker AI Inference 中各种特征的博客和案例研究列表，请参阅下表。您可以使用博客来帮助整理适用于您的使用案例的解决方案。


| 功能 | 资源 | 
| --- | --- | 
|  实时推理  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/zh_cn/sagemaker/latest/dg/deploy-model-blogs.html)  | 
|  自动扩缩  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/zh_cn/sagemaker/latest/dg/deploy-model-blogs.html)  | 
|  无服务器推理  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/zh_cn/sagemaker/latest/dg/deploy-model-blogs.html)  | 
|  异步推理  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/zh_cn/sagemaker/latest/dg/deploy-model-blogs.html)  | 
|  批量转换  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/zh_cn/sagemaker/latest/dg/deploy-model-blogs.html)  | 
|  多模型端点  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/zh_cn/sagemaker/latest/dg/deploy-model-blogs.html)  | 
|  串行推理管线  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/zh_cn/sagemaker/latest/dg/deploy-model-blogs.html)  | 
|  多容器端点  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/zh_cn/sagemaker/latest/dg/deploy-model-blogs.html)  | 
|  运行模型组合  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/zh_cn/sagemaker/latest/dg/deploy-model-blogs.html)  | 
|  Inference Recommender  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/zh_cn/sagemaker/latest/dg/deploy-model-blogs.html)  | 
|  高级模型托管博客系列  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/zh_cn/sagemaker/latest/dg/deploy-model-blogs.html)  | 

## 示例笔记本
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有关可以帮助您详细了解 SageMaker AI Inference 的示例笔记本，请参阅下表。


| 功能 | 示例笔记本 | 
| --- | --- | 
|  Inference Recommender  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/zh_cn/sagemaker/latest/dg/deploy-model-blogs.html)  | 
|  针对 SageMaker AI 优化大型语言模型（LLM）  |  [生成式人工智能 LLM 研讨会](https://github.com/aws/amazon-sagemaker-examples/tree/main/inference/generativeai/llm-workshop)  | 

## 其他资源
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有关每个 SageMaker AI Inference 选项的详细信息，您可以观看以下视频。

[![AWS Videos](http://img.youtube.com/vi/https://www.youtube.com/embed/4FqHt5bmS2o/0.jpg)](http://www.youtube.com/watch?v=https://www.youtube.com/embed/4FqHt5bmS2o)