How to improve RAM offload?

This story from Reddit r/LocalLLaMA is relevant to the Open Source branch of the AI ecosystem and may affect models, products, or research direction.

I have only 12GB VRAM (RTX3060) but have enough RAM to run Qwen3.6 27B Q4 with offload. Something tells me that it won't achieve m

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