在 SageMaker AI 上用 vLLM-Omni 部署 FLUX.2-klein 和 Wan2.1-VACE 生成图像与视频
Generate images and video with vLLM-Omni on SageMaker AI – Part 2
AWS 教你在一个容器里同时跑 FLUX.2-klein 和 Wan2.1-VACE，文生图再图生视频一条流水线，教程里有完整部署步骤。
AWS 发布 vLLM-Omni 系列教程第二部分，演示在 Amazon SageMaker AI 上用一个 vLLM-Omni Deep Learning Container 同时部署两个生成式媒体模型。
文中先用 FLUX.2-klein 通过实时推理生成图像，再调用 Wan2.
1-VACE 通过异步推理把静态图动画化成视频。生成的 MP4 文件最终存入 Amazon S3 供下载。
Generate images and video with vLLM-Omni on SageMaker AI – Part 2
Deploy two generative media models from one AWS vLLM-Omni Deep Learning Container on Amazon SageMaker AI. Generate an image with FLUX.2-klein through real-time inference, then animate it into video with Wan2.1-VACE through asynchronous inference, and retrieve the MP4 from Amazon S3.
This report is categorized under AITOP's "How-to" desk, focusing on US frontier AI labs and Silicon Valley technology leaders. Within our cross-regional analytical framework, it directly maps to AI developer toolchains, coding agents, and engineering workflows. Key entities and technical topics under continuous tracking include vLLM-Omni, SageMaker, FLUX.2-klein, Wan2.1-VACE.
Primary source verification: published directly by AWS Machine Learning Blog with first-party authority.
