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Step-Video Team: compressed video generation and preference training

Contribution grade

Foundation-model training systems and resources · Human-designed research method or resource

Reference score55,000Provisional editorial estimate of this exact contribution; its grade is assessed separately.

What changed

Integrated a high-compression video VAE, bilingual prompt encoders, full spatiotemporal attention and staged flow-matching/preference training, accompanied by an openly released video model and evaluation set.

Scientific scope

Integrated a high-compression video VAE, bilingual prompt encoders, full spatiotemporal attention and staged flow-matching/preference training, accompanied by an openly released video model and evaluation set. One original system and companion evaluation resource. DiT, Flow Matching and DPO are inherited; the source explicitly reports failures on complex action and physical consistency. No world-simulation or universal quality claim.

Evidence

The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. One original system and companion evaluation resource. DiT, Flow Matching and DPO are inherited; the source explicitly reports failures on complex action and physical consistency. No world-simulation or universal quality claim.

Contributors

Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.

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