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Cosmos3 Nano video generation achieves speed, faces resolution limits

A user shared their experience testing the Cosmos3 Nano model for video generation using vllm-omni. They reported impressive speed, generating a 720x720 video in under 10 minutes on their dual RTX 3090 setup. However, they encountered out-of-memory errors when attempting higher resolutions during video decoding and noted that while image-to-video quality was acceptable, the nano model produced some artifacts and smearing. AI

IMPACT Demonstrates performance characteristics and limitations of open-source video generation models, informing potential users.

RANK_REASON User-generated report on testing an open-source model with specific hardware and software configurations. [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 →

Cosmos3 Nano video generation achieves speed, faces resolution limits

COVERAGE [1]

  1. r/StableDiffusion TIER_2 English(EN) · /u/Sticky_Ray ·

    Cosmos3 Nano testing with vllm-omni

    <table> <tr><td> <a href="https://www.reddit.com/r/StableDiffusion/comments/1tttwgu/cosmos3_nano_testing_with_vllmomni/"> <img alt="Cosmos3 Nano testing with vllm-omni" src="https://external-preview.redd.it/NXhjMmNkZ2ZsbzRoMdCYG2T2a3e-Xhxxal5_mHZgvhDJu_P2X9OfPa4aIBDt.png?width=64…