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Apple unified memory limits: setup advice - Printable Version +- Inference (https://www.datasculpting.ai/inference) +-- Forum: Drivers / Frameworks / Toolkits (https://www.datasculpting.ai/inference/forumdisplay.php?fid=8) +--- Forum: Apple / MLX (https://www.datasculpting.ai/inference/forumdisplay.php?fid=33) +--- Thread: Apple unified memory limits: setup advice (/showthread.php?tid=1022) Pages:
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Re: Apple unified memory limits: setup advice - orbitline - 10-14-2026 I'd approach it in a boring order. Before rebuilding anything, I'd test one clean baseline with Mixtral and compare from there. Not glamorous advice, but repeatable baselines save a lot of time. Re: Apple unified memory limits: setup advice - mellowstream - 10-14-2026 Quote:I'd approach it in a boring order. Before rebuilding anything, I'd test one clean baseline with Mixtral and compare from there. Not glamorous advice, Can you fill in a bit more context? Is this local-only or are you routing anything externally? Re: Apple unified memory limits: setup advice - cudacrate - 10-14-2026 Quote:[quote]I'd approach it in a boring order. Before rebuilding anything, I'd test one clean baseline with Mixtral and compare from there. Not glamorous a A couple things I'd check first. Before rebuilding anything, I'd test one clean baseline with Llama and compare from there. A lot of these threads end up being one bad config plus a pile of conclusions drawn from it. Re: Apple unified memory limits: setup advice - torchshed - 10-14-2026 A couple questions before I guess too hard. Are you testing this on GB200 or something else? Re: Apple unified memory limits: setup advice - dockkite69 - 10-16-2026 That matches what I was seeing. The pattern around continuous batching has been pretty similar for me. I got better results once I stopped chasing one metric and just looked at whether the workflow felt usable. Re: Apple unified memory limits: setup advice - mellowstream - 10-16-2026 My first guess would be this: Before rebuilding anything, I'd test one clean baseline with Mistral and compare from there. A lot of these threads end up being one bad config plus a pile of conclusions drawn from it. I'm happy to test one more variant if you want a second data point. |