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X-Planner-9B-0916

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X-Planner-9B-0916 is the first open release of X-Planner, a planning front end for long-horizon robot manipulation developed by X Square Robot and published on the company's official x-square-robot Hugging Face organization on September 16, 2026, under the Apache 2.0 license. The model is a Qwen3.5-based multimodal planner (Qwen3_5ForConditionalGeneration architecture, 9,409,813,744 stored parameters in BF16). It combines a high-level instruction, synchronized multi-view observations, and optional execution history to predict the next action-grounded event. It supports two interfaces: a readable event mode producing structured natural-language planning states, and a unified mode producing compact latent planning states via Staircase Decoding. The structured plan is passed to a downstream world-action model, making intermediate planning states explicit and inspectable. The release includes model weights, the X-Square-Robot/Xplanner inference code, the xplanner-benchmark on Hugging Face, and a technical report (X-Planner: Event-Structured Task Planning for Embodied Intelligence). Performance figures reported by X Square Robot are company-reported and have not been independently verified.

Details

Updated:9/17/2026
open sourcetrue
release date2026-09-16
github urlhttps://github.com/X-Square-Robot/Xplanner
model familyX-Planner
huggingface urlhttps://huggingface.co/x-square-robot/X-Planner-9B-0916

Tags

multimodalapache-2.0long-horizon-manipulationfoundation-modelopen-weightsx-square-robottask-planningqwen3.5

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Sources

X-Planner-9B-0916 model card (x-square-robot)
huggingface
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Xplanner code and technical report (X-Square-Robot)
github
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X-Planner project page
website
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