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Support for OPSD-V #40

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@KumapowerLIU

Hi FastGen team,

Thank you for releasing this great framework!

We recently released [OPSD-V: On-Policy Self-Distillation for Post-Training Few-Step Autoregressive Video Generators](https://arxiv.org/abs/2607.08766). OPSD-V performs self-distillation under the student's actual inference-time rollout and KV cache, helping reduce error accumulation and motion degradation in long autoregressive video generation while preserving fast few-step inference.

Since FastGen already supports methods such as Self-Forcing and CausVid, we believe OPSD-V could also be relevant to this framework. Would you be interested in supporting OPSD-V or discussing a possible integration? We would be happy to contribute and provide implementation details.

Thank you!

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