Models › MiMo-V2.6-Pro-RL
MiMo-V2.6-Pro-RL: VRAM needs and speed by GPU
At MXFP4, MiMo-V2.6-Pro-RL needs about 557.2 GB of VRAM. No measured runs yet. Speeds below are estimates. Submit a run.
1021.25B parameters · license: mit · 1,048,576-token context · GGUF published Oct 2, 2026 · GGUF files on Hugging Face
Memory needed per quantization
| Quant | File size | Needs (estimate) | Smallest card it fits |
|---|---|---|---|
| Q2_K | 418.8 GB | 421.8 GB | multi-GPU / large unified memory |
| MXFP4 | 554.2 GB | 557.2 GB | multi-GPU / large unified memory |
Expected speed on popular hardware
| Hardware | Best quant that fits | Expected tok/s |
|---|---|---|
| NVIDIA RTX 3060 | Does not fit | |
| NVIDIA RTX 4060 Ti | Does not fit | |
| NVIDIA RTX 3090 | Does not fit | |
| NVIDIA RTX 4090 | Does not fit | |
| NVIDIA RTX 5090 | Does not fit | |
| AMD Radeon RX 7900 XTX | Does 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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