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Wan 3.0 VRAM Requirements: Why 80GB Isn't Enough, and What Actually Runs Today

Blog post from Atlas Cloud

Post Details
Company
Date Published
Author
Atlas Cloud
Word Count
3,232
Company Posts That Month
185
Language
English
Hacker News Points
-
Post removed?
No
Summary

Wan 3.0 is described as an API-only public beta launched on August 6, 2026, with no downloadable model weights, published license, or independently measured VRAM benchmarks, making online claims about local hardware requirements and April releases unverified or fabricated according to the source. Its advertised ceiling of 30-second 1080P video would create far larger latent-token sequences than current local Wan workloads, with an estimated roughly 180-fold increase in attention computation relative to a five-second 720P clip, suggesting that flagship settings would exceed consumer-GPU capacity if weights were released. The currently available open models are Wan 2.1 and 2.2, with Wan2.2 TI2V-5B officially requiring 24GB for short 720P generations and the larger A14B variant requiring 80GB, while community quantization can enable selected older models on as little as 6GB with performance and quality tradeoffs. For high-resolution output, the source recommends using hosted Wan 2.5–2.7 services or Alibaba’s first-party beta rather than buying hardware for an unavailable checkpoint, noting that hosted 1080P costs vary by duration and tier and that third-party services commonly limit individual clips to 15 seconds.

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