Local AI Advisor

Can Ryzen AI Max+ 395 mini PC / Framework Desktop · 64 GB run MiniCPM5 2B?

64 GB unified · 256 GB/s memory bandwidth · MiniCPM5 2B has 2.5B parameters.

Short answer

Yes, excellent for chat and acceptable or better for every workload we test.

Best quantization for chat: Q8_0 (2.5 GB of weights) on Lemonade. Generation: 70–95 tok/s, leaving about 49 GB free for your other apps.

How it rates for each workload

Same model and machine, different jobs. Agents and long documents send far bigger prompts than chat, so they need much more speed and memory.

WorkloadVerdictQuantGenerationFirst replyContext
Chatwith Open WebUIExcellentQ8_070–95 tok/sunder 1 s8KDetails
Coding questionswith ContinueComfortableQ8_065–90 tok/s≈2 s16KDetails
Coding in a repositorywith AiderAcceptableQ8_055–80 tok/s≈8 s32KDetails
Agentic codingwith OpenCodeAcceptableQ8_055–75 tok/s≈10 s32KDetails
Long documents (64K)with Open WebUIComfortableQ8_040–55 tok/s≈40 s64KDetails

Speeds are estimates calibrated against measured benchmarks on similar hardware. “First reply” is the time to read the workload’s opening prompt. How we calculate

Different tool, context size or workload?

These pages use typical settings. The full check models your exact setup.