Build: MacBook Pro M4 Max 64GB
Full-VRAM resident, with room for context. No compromises.
Tight VRAM, partial CPU offload, or context-limited.
ollama run llama3.3:70bollama run qwen3:32bollama run deepseek-r1:70bollama run deepseek-r1:32bollama run llama3.1:70bollama run qwen2.5:32bollama run nemotron:70bollama run qwen2.5:72bHypothetical scenarios. We re-ran the compatibility engine for each.
~$200–400 over base
On Apple Silicon, more unified memory is the only path forward — VRAM and system RAM are the same pool.
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Need more memory than you have. Shown for orientation.
Needs ~1024 GB unified memory minimum at smallest quant; you have 56 GB available after OS overhead.
Needs ~256 GB unified memory minimum at smallest quant; you have 56 GB available after OS overhead.
Needs ~160 GB unified memory minimum at smallest quant; you have 56 GB available after OS overhead.
Needs ~420 GB unified memory minimum at smallest quant; you have 56 GB available after OS overhead.
Needs ~192 GB unified memory minimum at smallest quant; you have 56 GB available after OS overhead.
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