Pinterest
Vision

Building Pinterest’s VLM Serving Stack on NVIDIA Dynamo

Our short summary of Pinterest’s engineering write-up. The full story, with all the detail, is on their blog.

Read the full write-up on medium.com (opens in a new tab)

Problem

Serving vision‑language models needed low‑latency, cost‑effective inference for Pinterest’s multimodal features.

Solution

Pinterest built a VLM serving stack on NVIDIA Blackwell GPUs and Dynamo, using distributed inference, KV cache offloading, and custom routing to handle image‑heavy requests efficiently.

Want the architecture, code and numbers? They’re in the original post.

Read the full write-up on medium.com (opens in a new tab)

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