AesSedai / MiMo-V2.6-Flash-GGUF

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Total runs: 1.3K
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Model's Last Updated: September 23 2026

Introduction of MiMo-V2.6-Flash-GGUF

Model Details of MiMo-V2.6-Flash-GGUF

This repo contains specialized MoE-quants for XiaomiMiMo/MiMo-V2.6-Flash-RL. The idea being that given the huge size of the FFN tensors compared to the rest of the tensors in the model, it should be possible to achieve a better quality while keeping the overall size of the entire model smaller compared to a similar naive quantization. To that end, the quantization type default is kept in high quality and the FFN UP + FFN GATE tensors are quanted down along with the FFN DOWN tensors.

The MXFP4 quant is the "full quality" version, as the model has MXFP4 experts. I'm working on some new quants using ed's bpw-size PR and will upload them if they look good.

Quant Size Mixture PPL 1-(Mean PPL(Q)/PPL(base)) KLD
MXFP4 162.89 GiB (4.52 BPW) BF16 / MXFP4 5.149210 ± 0.030596 +0.0715% -0.000000 ± 0.000000
Q3_K 137.75 GiB (3.82 BPW) Q8_0 / Q3_K / Q3_K / mxfp4 5.177623 ± 0.030900 +0.6237% 0.123607 ± 0.000648
IQ2_S 106.31 GiB (2.95 BPW) Q6_K / IQ2_S / IQ2_S / Q3_K 5.404774 ± 0.032158 +5.0382% 0.178092 ± 0.000878

kld_graph ppl_graph

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More Information About MiMo-V2.6-Flash-GGUF huggingface.co Model

MiMo-V2.6-Flash-GGUF huggingface.co

MiMo-V2.6-Flash-GGUF huggingface.co is an AI model on huggingface.co that provides MiMo-V2.6-Flash-GGUF's model effect (), which can be used instantly with this AesSedai MiMo-V2.6-Flash-GGUF model. huggingface.co supports a free trial of the MiMo-V2.6-Flash-GGUF model, and also provides paid use of the MiMo-V2.6-Flash-GGUF. Support call MiMo-V2.6-Flash-GGUF model through api, including Node.js, Python, http.

MiMo-V2.6-Flash-GGUF huggingface.co Url

https://huggingface.co/AesSedai/MiMo-V2.6-Flash-GGUF

AesSedai MiMo-V2.6-Flash-GGUF online free

MiMo-V2.6-Flash-GGUF huggingface.co is an online trial and call api platform, which integrates MiMo-V2.6-Flash-GGUF's modeling effects, including api services, and provides a free online trial of MiMo-V2.6-Flash-GGUF, you can try MiMo-V2.6-Flash-GGUF online for free by clicking the link below.

AesSedai MiMo-V2.6-Flash-GGUF online free url in huggingface.co:

https://huggingface.co/AesSedai/MiMo-V2.6-Flash-GGUF

MiMo-V2.6-Flash-GGUF install

MiMo-V2.6-Flash-GGUF is an open source model from GitHub that offers a free installation service, and any user can find MiMo-V2.6-Flash-GGUF on GitHub to install. At the same time, huggingface.co provides the effect of MiMo-V2.6-Flash-GGUF install, users can directly use MiMo-V2.6-Flash-GGUF installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

MiMo-V2.6-Flash-GGUF install url in huggingface.co:

https://huggingface.co/AesSedai/MiMo-V2.6-Flash-GGUF

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