AesSedai / MiMo-V2.5-Pro-GGUF

huggingface.co
Total runs: 207
24-hour runs: -148
7-day runs: -210
30-day runs: -36
Model's Last Updated: May 11 2026

Introduction of MiMo-V2.5-Pro-GGUF

Model Details of MiMo-V2.5-Pro-GGUF

Notes
Model

This repo contains specialized MoE-quants for MiMo-V2.5-Pro. 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.

Quant Size Mixture PPL 1-(Mean PPL(Q)/PPL(base)) KLD
Q8_0 1012.92 GiB (8.50 BPW) Q8_0 3.194827 ± 0.016728 +0% 0
Q5_K_M 704.84 GiB (5.92 BPW) Q8_0 / Q5_K / Q5_K / Q6_K 3.195406 ± 0.016711 +0.0698% 0.036850 ± 0.000815
Q4_K_M 585.98 GiB (4.92 BPW) Q8_0 / Q4_K / Q4_K / Q5_K 3.220761 ± 0.016918 +0.8638% 0.055113 ± 0.000954
IQ4_XS 454.99 GiB (3.82 BPW) Q8_0 / IQ3_S / IQ3_S / IQ4_XS 3.317572 ± 0.017483 +3.8956% 0.098682 ± 0.001013
IQ3_S 350.82 GiB (2.95 BPW) Q6_K / IQ2_S / IQ2_S / IQ3_S 3.644244 ± 0.019594 +14.1259% 0.207702 ± 0.001453

Runs of AesSedai MiMo-V2.5-Pro-GGUF on huggingface.co

207
Total runs
-148
24-hour runs
-150
3-day runs
-210
7-day runs
-36
30-day runs

More Information About MiMo-V2.5-Pro-GGUF huggingface.co Model

MiMo-V2.5-Pro-GGUF huggingface.co

MiMo-V2.5-Pro-GGUF huggingface.co is an AI model on huggingface.co that provides MiMo-V2.5-Pro-GGUF's model effect (), which can be used instantly with this AesSedai MiMo-V2.5-Pro-GGUF model. huggingface.co supports a free trial of the MiMo-V2.5-Pro-GGUF model, and also provides paid use of the MiMo-V2.5-Pro-GGUF. Support call MiMo-V2.5-Pro-GGUF model through api, including Node.js, Python, http.

MiMo-V2.5-Pro-GGUF huggingface.co Url

https://huggingface.co/AesSedai/MiMo-V2.5-Pro-GGUF

AesSedai MiMo-V2.5-Pro-GGUF online free

MiMo-V2.5-Pro-GGUF huggingface.co is an online trial and call api platform, which integrates MiMo-V2.5-Pro-GGUF's modeling effects, including api services, and provides a free online trial of MiMo-V2.5-Pro-GGUF, you can try MiMo-V2.5-Pro-GGUF online for free by clicking the link below.

AesSedai MiMo-V2.5-Pro-GGUF online free url in huggingface.co:

https://huggingface.co/AesSedai/MiMo-V2.5-Pro-GGUF

MiMo-V2.5-Pro-GGUF install

MiMo-V2.5-Pro-GGUF is an open source model from GitHub that offers a free installation service, and any user can find MiMo-V2.5-Pro-GGUF on GitHub to install. At the same time, huggingface.co provides the effect of MiMo-V2.5-Pro-GGUF install, users can directly use MiMo-V2.5-Pro-GGUF installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

MiMo-V2.5-Pro-GGUF install url in huggingface.co:

https://huggingface.co/AesSedai/MiMo-V2.5-Pro-GGUF

Url of MiMo-V2.5-Pro-GGUF

MiMo-V2.5-Pro-GGUF huggingface.co Url

Provider of MiMo-V2.5-Pro-GGUF huggingface.co

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