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什么是 Amazon SageMaker AI

也叫:SageMaker AI

Amazon Web Services的服务,支持分布式多GPU和多节点配置,用于训练大型语言模型。

为什么现在值得关注?

最近变化

2026-06-03 · 使用SFT和DPO技术可以提高AI代理执行复杂任务时选择正确工具的能力。

Amazon SageMaker AI 被反复提及时,通常意味着它正在影响产品路线、开发者工作流或 AI 产业判断。这个页面把分散材料合并成一个可持续更新的观察入口。

📰 Amazon SageMaker AI 最新动态

已收录 4 篇与「Amazon SageMaker AI」相关的 AI 资讯和分析。

Build real-time voice applications with Amazon SageMaker AI and vLLM

Build Real-Time Voice Applications with Amazon SageMaker AI and vLLM

AWS Machine Learning Blog2911 字 (约 12 分钟)
87

AWS combines SageMaker AI with vLLM to enable bidirectional streaming speech-to-text inference, supporting real-time voice assistants, live captions, and more with significantly reduced latency.

入选理由:SageMaker AI提供原生HTTP/2双向流式传输(端口8443),自动处理HTTP/2事件流与WebSocket协议转换

FeaturedArticle#AWS#SageMaker#vLLM#Voice AI#Streaming Inference英文
Improve your agent’s tool-calling accuracy with SFT and DPO on Amazon SageMaker AI

By using Supervised Fine-Tuning (SFT) and Direct Preference Optimization (DPO) techniques, you can significantly improve the tool-calling accuracy of a small language model on Amazon SageMaker AI. These methods combine high-quality datasets and human feedback to optimize the model’s interactions with digital tools.

入选理由:使用SFT和DPO技术可以提高AI代理执行复杂任务时选择正确工具的能力。

FeaturedArticle#Supervised Fine-Tuning#Direct Preference Optimization#Amazon SageMaker AI英文
Build a custom portal with embedded Amazon SageMaker AI MLflow Apps

Build a custom portal with embedded Amazon SageMaker AI MLflow Apps

AWS Machine Learning Blog2483 字 (约 10 分钟)
85

This solution provides a custom portal with embedded Amazon SageMaker AI MLflow Apps, giving teams a persistent, bookmarkable URL to the full MLflow web UI without presigned URLs or AWS Management Console access. It simplifies access management and integrates with existing SSO infrastructure.

入选理由:The solution uses a custom portal with embedded MLflow UI for easy access management.

FeaturedArticle#ML#SageMaker#MLflow#Custom Portal# AuthenticationEnglish
Announcing OpenAI-compatible API support for Amazon SageMaker AI endpoints

Announcing OpenAI-Compatible API Support for Amazon SageMaker AI Endpoints

AWS Machine Learning Blog2798 字 (约 12 分钟)
85

AWS SageMaker AI now supports OpenAI-compatible API interfaces. Users can call models on SageMaker through OpenAI SDK, LangChain, or Strands Agents by only changing the endpoint URL, without needing custom clients or code rewrites.

入选理由:SageMaker AI 端点现在提供 /openai/v1 路径,支持 Chat Completions 请求和流式响应,Bearer Token 有效期最长12小时。

FeaturedArticle#Amazon SageMaker#OpenAI#Machine Learning#API Compatibility#AWS Services英文

与「Amazon SageMaker AI」经常一起出现的 AI 术语。

💡 想追踪「Amazon SageMaker AI」的长期趋势?去 实体雷达 · Amazon SageMaker AI 查看详细分析和跨材料问答。

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