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Accelerating decode-heavy LLM inference with speculative dec
toolsAWS Machine Learning BlogOfficial source•Apr 15, 2026, 15:20

Accelerating decode-heavy LLM inference with speculative decoding on AWS Trainium and vLLM

In this post, you will learn how speculative decoding works and why it helps reduce cost per generated token on AWS Trainium2.

Why this matters

This can change implementation speed, integration options, or cost for production teams.

What happened

In this post, you will learn how speculative decoding works and why it helps reduce cost per generated token on AWS Trainium2.

Who should care

Builders choosing tools for active workflows.

Recommended next step

Open related tool pages and compare pricing/features before adoption.

Read original source

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