Models › MiMo-V2.6-Flash-RL

MiMo-V2.6-Flash-RL: VRAM needs and speed by GPU

At MXFP4, MiMo-V2.6-Flash-RL needs about 170.4 GB of VRAM. No measured runs yet. Speeds below are estimates. Submit a run.

308.78B parameters · license: mit · 1,048,576-token context · GGUF published Sep 22, 2026 · GGUF files on Hugging Face

Memory needed per quantization

QuantFile sizeNeeds (estimate)Smallest card it fits
Q2_K126.4 GB129.4 GBmulti-GPU / large unified memory
MXFP4167.4 GB170.4 GBmulti-GPU / large unified memory

Expected speed on popular hardware

HardwareBest quant that fitsExpected tok/s
NVIDIA RTX 3060Does not fit
NVIDIA RTX 4060 TiDoes not fit
NVIDIA RTX 3090Does not fit
NVIDIA RTX 4090Does not fit
NVIDIA RTX 5090Does not fit
AMD Radeon RX 7900 XTXDoes not fit
Apple M4 Pro (20-core GPU)Does not fit
Apple M3 Max (40-core GPU)Does not fit
AMD Ryzen AI Max+ 395 (Radeon 8060S)Does not fit

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