Can Desktop PC · GeForce RTX 4090 · 32 GB RAM run MiMo-V2.6-Pro-RL (1T-A42B)?
24 GB VRAM + 32 GB RAM · 1008 GB/s memory bandwidth · MiMo-V2.6-Pro-RL (1T-A42B) has 1020B parameters (42B active per token).
Short answer
No. This combination isn't supported.
MiMo-V2.6-Pro-RL (1T-A42B) is not published in a format llama.cpp (llama-server) can load (GGUF).
The same applies to every workload we rate (chat, coding questions, coding in a repository, agentic coding and long documents): they all need at least as much memory as chat.
Other models for Desktop PC · GeForce RTX 4090 · 32 GB RAM
The best-rated models for chat on this machine.
- Recursive Flint (40B-A2.5B)320–440 tok/sExcellent
- Qwen3.6 35B-A3B240–330 tok/sExcellent
- Gemma 4 26B-A4B160–220 tok/sExcellent
- LFM2.5 24B-A2B360–490 tok/sExcellent
- Qwen3.5 35B-A3B240–330 tok/sExcellent
- GLM-4.7-Flash (30B-A3B)240–330 tok/sExcellent
Cheapest machines for MiMo-V2.6-Pro-RL (1T-A42B)
Hardware rated comfortable or better for chat, lowest price first.
No machine in our catalog runs it comfortably for chat.
Same chip, other memory: 64 GB
Different tool, context size or workload?
These pages use typical settings. The full check models your exact setup.