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fix(video): Wan 2.2 5B offloads on 24 GiB cards - #307

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fix/video-5b-offload-24gb
Nov 11, 2026
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ralyodio merged 1 commit into
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fix/video-5b-offload-24gb

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The 5B pipeline is ~24.2 GB fully loaded (fp16 transformer + bf16 UMT5 + fp32 VAE). On a Salad RTX 3090 it sat at 0/30 steps for 10+ min: WSL spills VRAM to system memory instead of OOMing. full_vram_gib = 28 makes 24 GiB cards encode the prompt on CPU and run model offload + VAE tiling. Contract tests updated.

🤖 Generated with Claude Code

Loading the whole 5B pipeline (fp16 transformer + bf16 UMT5 + fp32 VAE,
~24.2 GB) onto an RTX 3090 left it at 0/30 steps for 10+ minutes on Salad:
under WSL the driver spills to system memory instead of raising OOM. With
full_vram_gib a 24 GiB card encodes the prompt on the CPU and uses model
offload + VAE tiling, like Wan 2.1 1.3B on 8 GiB.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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ThreatCrush Security Scan

13 finding(s)

HIGH/CRITICAL: 1 | MEDIUM: 8 | LOW: 4

Severity Rule Location
HIGH js-ssrf-outbound-request apps/web/public/sw.js:24
MEDIUM js-unescaped-html-sink apps/web/src/app/blog/[slug]/page.tsx:53
MEDIUM js-unescaped-html-sink apps/web/src/app/layout.tsx:89
MEDIUM sh-remote-script-execution scripts/dev-setup.sh:25
MEDIUM sh-eval-expansion scripts/dev-setup.sh:35
MEDIUM sh-remote-script-execution scripts/install.sh:185
MEDIUM sh-remote-script-execution scripts/install.sh:210
MEDIUM sh-remote-script-execution scripts/install.sh:408
MEDIUM sh-remote-script-execution scripts/install.sh:450
LOW py-ssrf-outbound-request examples/business-strategist-agent/chat.py:37
LOW py-ssrf-outbound-request examples/business-strategist-agent/train.py:54
LOW secret-generic-credential node/crates/c0mpute-core/src/webhook.rs:1171
LOW py-path-traversal node/crates/c0mpute-core/tests/fixtures/fake-infernet-text:29

Snippets are redacted; ThreatCrush never prints matched credential material.

@ralyodio
ralyodio merged commit 84f2b96 into master Nov 11, 2026
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@ralyodio ralyodio mentioned this pull request Nov 11, 2026
ralyodio added a commit that referenced this pull request Nov 11, 2026
… in web chat; #307 Wan 2.2 5B on 24 GiB cards; #302 Windows desktop bundle) (#308)

Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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