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GPU layer control / prioritisation

ollama/ollama#4433·181359·Go·859 天未动·0 条评论·上游最近活跃 ·池内状态:可认领
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上游 issue 正文

Would it be possible to add into the configuration of ollama something similar to LM studio to control the gpu utilisation? Also would it be possible to fine tune ollama to somehow only load certain layers to the gpu similar to unsloth? Possibly a way to load accessed and adjacent layers maybe with configuration on how many adjacent layers/how much of the model to load at once and either offload the unused layers to ram or not load them at all and just swap out loading layers when needed instead of just loading the entire model every time Could maybe have add it as lazy loading or something to enable the usage of larger models at higher performance It seems to have a significant performance advantage especially on lower hardware for those of us without extreme setups if possible within ollama at least
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