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[GH-ISSUE #11477] In a mixture of experts model mixture-of-experts only load the active parameters into memory. #54090

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opened 2026-04-29 05:12:11 -05:00 by GiteaMirror · 1 comment
GiteaMirror commented 2026-04-29 05:12:11 -05:00
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Originally created by @qwerty108109 on GitHub (Jul 20, 2025).
Original GitHub issue: https://github.com/ollama/ollama/issues/11477

In a mixture of experts model mixture-of-experts only load the active parameters into memory.

For example, when using qwen3 qwen3:235b-a22b Only loading the 22B active parameters Into memory instead of the whole thing.

Originally created by @qwerty108109 on GitHub (Jul 20, 2025). Original GitHub issue: https://github.com/ollama/ollama/issues/11477 In a mixture of experts model mixture-of-experts only load the active parameters into memory. For example, when using qwen3 ```qwen3:235b-a22b``` Only loading the 22B active parameters Into memory instead of the whole thing.
GiteaMirror added the feature request label 2026-04-29 05:12:11 -05:00
GiteaMirror commented 2026-04-29 05:12:13 -05:00
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@rick-github commented on GitHub (Jul 21, 2025):

#10546

<!-- gh-comment-id:3095023795 --> @rick-github commented on GitHub (Jul 21, 2025): #10546
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