Tencent open-sources Hy-Nomas interactive video world model that runs on a single RTX 4090

AIFlow_ML · x · 2026-10-25

Tencent Hunyuan released Hy-Nomas (Apache 2.0), a video world-generation model supporting free-form multi-turn interaction via text and camera trajectories, generating a persistent world segment by segment. Architecture: segment-autoregressive DiT + Qwen text encoder + camera conditioning + PixelUMM decoder, with a persistent KV cache carrying context across segments; distilled inference uses 8 denoising steps for 720×1280@24FPS. An INT8 DiT + INT8 KV cache + FP8 decoder + CPU offload configuration runs on a single RTX 4090. Ships with Hy-Nomas-Bench (280 test cases). AIFlowML flags the 'Model Assets' section for INT8/LoRA details and hints at "one catch".

Related event: Tencent Hunyuan Fully Open-Sources Hy-Nomas, an 8B Interactive Video World Model(9 posts)→

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