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[GH-ISSUE #13601] Memory Usage Optimization for Low-RAM Systems #34713

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opened 2026-04-22 18:29:11 -05:00 by GiteaMirror · 1 comment
GiteaMirror commented 2026-04-22 18:29:11 -05:00
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Originally created by @chyyl on GitHub (Jan 2, 2026).
Original GitHub issue: https://github.com/ollama/ollama/issues/13601

Description: Add dynamic memory management that automatically adjusts model loading strategies based on available system RAM. Implement smart offloading and quantization options to enable 7B+ models to run smoothly on systems with 8-16GB RAM, with clear memory usage indicators in the CLI.

Originally created by @chyyl on GitHub (Jan 2, 2026). Original GitHub issue: https://github.com/ollama/ollama/issues/13601 Description: Add dynamic memory management that automatically adjusts model loading strategies based on available system RAM. Implement smart offloading and quantization options to enable 7B+ models to run smoothly on systems with 8-16GB RAM, with clear memory usage indicators in the CLI.
GiteaMirror added the feature request label 2026-04-22 18:29:11 -05:00
GiteaMirror commented 2026-04-22 18:29:13 -05:00
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@rick-github commented on GitHub (Jan 2, 2026):

Related: #1005

<!-- gh-comment-id:3704649832 --> @rick-github commented on GitHub (Jan 2, 2026): Related: #1005
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Reference: github-starred/ollama#34713
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