MiMo V2.6 Flash RL
MiMo V2.6 Flash RL is an open-weights language model from Xiaomi, released September 21, 2026. It has 311B parameters (mixture-of-experts, 11B active). The context window is 1M tokens.
Check it against your own PC →
Can you run MiMo V2.6 Flash RL locally?
Even with 32 GB of VRAM and 32 GB of RAM it is too large to run at a usable speed on a single consumer GPU. Estimates assume 32 GB of DDR5 RAM, a 16K context and llama.cpp-style GGUF quantization. Enter your exact hardware in the live app.
| GPU memory | Verdict | Best quant | VRAM | RAM | tok/s |
|---|---|---|---|---|---|
| 6 GB VRAM | Too large | – | – | – | – |
| 8 GB VRAM | Too large | – | – | – | – |
| 12 GB VRAM | Too large | – | – | – | – |
| 16 GB VRAM | Too large | – | – | – | – |
| 24 GB VRAM | Too large | – | – | – | – |
| 32 GB VRAM | Too large | – | – | – | – |
Ready-made quantizations on Hugging Face: vultr/MiMo-V2.6-Flash-RL-GGUF · ggml-org/MiMo-V2.6-Flash-RL-GGUF · YanissAmz/MiMo-V2.6-Flash-RL-GGUF · ProCreations/MiMo-V2.6-Flash-RL-NVFP4 · pfeifferj/MiMo-V2.6-Flash-RL-GSQ-RCO-GGUF · Baekpica/MiMo-V2.6-Flash-RL-Mixed-Quant-GGUF
Benchmark results
Epoch AI has not published results for MiMo V2.6 Flash RL yet. New models are usually evaluated within days to weeks.
Links
Hugging Face: XiaomiMiMo/MiMo-V2.6-Flash-RL
More from Xiaomi
MiMo V2.6 Flash MOPD · MiMo V2.6 Pro MOPD · MiMo-V2.6-Pro · MiMo-V2.6-Flash · MiMo V2.6 Pro RL · MiMo-V2.5 · MiMo-V2.5-Pro · MiMo-V2-Pro