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Video Delta Net (VDN) accelerates text-to-video generation

By PulseAugur Editorial · [1 sources] ·

A new open-source video generation model called Video Delta Net (VDN) has been introduced, utilizing hybrid attention for text-to-video generation with high quality. VDN significantly accelerates the Minimax-H3 model, achieving speeds of 75-90x faster and producing 14 seconds of 768p video in just 11 seconds using 8 NVIDIA B200 GPUs. The project aims for near-lossless quality and is available on Hugging Face. AI

IMPACT Accelerates open-source video generation, potentially enabling real-time or near-real-time applications.

RANK_REASON New open-source model release with technical details and performance metrics. [lever_c_demoted from research: ic=1 ai=1.0]

Read on r/StableDiffusion →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Video Delta Net (VDN) accelerates text-to-video generation

How we ranked this

Signal score
6 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Tool
New open-source model release with technical details and performance metrics. [lever_c_demoted from research: ic=1 ai=1.0]
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
model release, product
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
Breaking (< 6h)
Fresh story with cross-source coverage still developing. Ranking may shift as more sources report.

Full methodology in our editorial standards.

COVERAGE [1]

  1. r/StableDiffusion TIER_2 Nederlands(NL) · /u/AiCreatorCamp ·

    Video Delta Net (VDN) MM H3

    <!-- SC_OFF --><div class="md"><p>Open-source video generation is now faster than playback without compromising quality.</p> <p>Introducing Video Delta Net (VDN): hybrid attention for live text-to-video with near-lossless quality.</p> <p>VDN accelerates Minimax-H3 by 75 - 90 x, g…

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