Deploying an HSTU Generative Recommender with NVIDIA Dynamo-Triton

<img width="768" height="432" src="https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/recsys-768x432.jpg" class="webfeedsFeaturedVisual wp-post-image" alt="" style="display: block; margin-bottom: 5px; clear:both;max-width: 100%;" link_thumbnail="" decoding="async" srcset="https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/recsys-768x432.jpg 768w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/recsys-179x101.jpg 179w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/recsys-300x169.jpg 300w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/recsys-625x352.jpg 625w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/recsys-1536x864.jpg 1536w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/recsys-645x363.jpg 645w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/recsys-660x370.jpg 660w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/recsys-500x281.jpg 500w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/recsys-160x90.jpg 160w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/recsys-362x204.jpg 362w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/recsys-196x110.jpg 196w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/recsys-1024x576.jpg 1024w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/recsys-960x540.jpg 960w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/recsys.webp 1920w" sizes="(max-width: 768px) 100vw, 768px" title="RecSys - Promo - Recsys Summit 2023 - 2912182" />Generative recommender (GR) systems are emerging as a powerful new direction for large-scale personalization. Instead of treating recommendation as a set of...<img width="768" height="432" src="https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/recsys-768x432.jpg" class="webfeedsFeaturedVisual wp-post-image" alt="" style="display: block; margin-bottom: 5px; clear:both;max-width: 100%;" link_thumbnail="" decoding="async" loading="lazy" srcset="https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/recsys-768x432.jpg 768w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/recsys-179x101.jpg 179w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/recsys-300x169.jpg 300w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/recsys-625x352.jpg 625w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/recsys-1536x864.jpg 1536w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/recsys-645x363.jpg 645w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/recsys-660x370.jpg 660w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/recsys-500x281.jpg 500w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/recsys-160x90.jpg 160w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/recsys-362x204.jpg 362w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/recsys-196x110.jpg 196w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/recsys-1024x576.jpg 1024w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/recsys-960x540.jpg 960w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/recsys.webp 1920w" sizes="auto, (max-width: 768px) 100vw, 768px" title="RecSys - Promo - Recsys Summit 2023 - 2912182" /><p>Generative recommender (GR) systems are emerging as a powerful new direction for large-scale personalization. Instead of treating recommendation as a set of isolated retrieval, ranking, and prediction stages, GRs reformulate recommendation as sequence modeling over user behavior. A user’s interactions, context, candidate items, and actions become tokens in a high-cardinality event stream…</p> <p><a href="https://developer.nvidia.com/blog/deploying-an-hstu-generative-recommender-with-nvidia-dynamo-triton/" rel="nofollow" data-wpel-link="internal" target="_self">Source</a></p>