seniorAWS Machine Learning
How does AWS support large-scale LLM inference?
Updated May 5, 2026
Short answer
AWS supports LLM inference using SageMaker endpoints and Bedrock APIs with GPU scaling.
Deep explanation
Large language models are served using distributed GPU instances with batching, quantization, and autoscaling to handle high traffic efficiently.
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