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MiMo V2.6 Flash RL MLX 4bit MTP by Vontra

By Vontra · 1688 downloads
HF Repo ↗ Copy URL

MiMo V2.6 Flash RL MLX 4bit MTP is an open-source language model by Vontra. Features: 308.8b LLM, VRAM: 164.2GB, Context: 1024K, License: mit, Quantized, LLM Explorer Score: 0.38.

  4-bit   4bit   Apple-silicon Base model:quantized:xiaomimim... Base model:xiaomimimo/mimo-v2....   Conversational   En   Mimo-v2   Mimo v2 flash   Mixture-of-experts   Mlx   Mtp   Quantized   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/Vontra/MiMo-V2.6-Flash-RL-MLX-4bit-MTP 

MiMo V2.6 Flash RL MLX 4bit MTP Parameters and Internals

LLM NameMiMo V2.6 Flash RL MLX 4bit MTP
Repository 🤗https://huggingface.co/Vontra/MiMo-V2.6-Flash-RL-MLX-4bit-MTP 
Base Model(s)  XiaomiMiMo/MiMo-V2.6-Flash-RL   XiaomiMiMo/MiMo-V2.6-Flash-RL
Model Size308.8b
Required VRAM164.2 GB
Updated2026-09-24
MaintainerVontra
Model Typemimo_v2_flash
Model Files  5.2 GB: 1-of-36   4.6 GB: 2-of-36   4.7 GB: 3-of-36   4.6 GB: 4-of-36   4.6 GB: 5-of-36   4.7 GB: 6-of-36   4.6 GB: 7-of-36   4.6 GB: 8-of-36   4.7 GB: 9-of-36   4.6 GB: 10-of-36   4.6 GB: 11-of-36   4.7 GB: 12-of-36   4.6 GB: 13-of-36   4.6 GB: 14-of-36   4.7 GB: 15-of-36   4.6 GB: 16-of-36   4.6 GB: 17-of-36   4.7 GB: 18-of-36   4.6 GB: 19-of-36   4.6 GB: 20-of-36   4.7 GB: 21-of-36   4.6 GB: 22-of-36   4.6 GB: 23-of-36   4.7 GB: 24-of-36   4.6 GB: 25-of-36   4.6 GB: 26-of-36   4.7 GB: 27-of-36   4.6 GB: 28-of-36   4.6 GB: 29-of-36   4.7 GB: 30-of-36   4.6 GB: 31-of-36   4.6 GB: 32-of-36   4.7 GB: 33-of-36   4.6 GB: 34-of-36   4.6 GB: 35-of-36   1.5 GB: 36-of-36
Supported Languagesen zh
Quantization Type4bit
Model ArchitectureMiMoV2FlashForCausalLM
Licensemit
Context Length1048576
Model Max Length1048576
Transformers Version5.3.0
Vocabulary Size152576

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