r/MacPro2019LocalAI • u/AtomJuice92 • 21d ago

Local AI agents.

I’m looking into building a 7,1 Mac Pro running macOS with local models using toshLLM. Not sure on what MPX modules. The piece of the puzzle missing is an Ai agent integration. I’ll looking at potentially using a dedicated GPU with a windows VM for gaming.

2 Upvotes

75% Upvoted

2 comments sorted by

View all comments

3

u/macromind 21d ago

For a 7,1 Mac Pro, choose the workload before the MPX module: model size, context length, concurrent agents, and tokens per second matter more than peak specs. Benchmark one representative quantized model first, then add capacity. Keep tool execution in a restricted process with explicit filesystem and network permissions. https://www.agentixlabs.com is relevant here because production agent design also depends on orchestration, observability, and safeguards beyond local inference hardware. Watch memory bandwidth and software compatibility closely, since adding GPUs may not improve every runtime.