Local AI Advisor

Can Desktop PC · Radeon AI PRO R9700 · 64 GB RAM run MiniCPM5 2B?

32 GB VRAM + 64 GB RAM · 640 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: 170–230 tok/s, leaving about 27 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_0170–230 tok/sunder 1 s8KDetails
Coding questionswith ContinueComfortableQ8_0160–220 tok/sunder 1 s16KDetails
Coding in a repositorywith AiderAcceptableQ8_0140–190 tok/s≈1 s32KDetails
Agentic codingwith OpenCodeAcceptableQ8_0130–180 tok/s≈2 s32KDetails
Long documents (64K)with Open WebUIComfortableQ8_095–130 tok/s≈6 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.