Open-weight model
MiMo-V2.6-Distill-Qwen-9B-ablit-GGUF
by Team Mradermacher mradermacher/MiMo-V2.6-Distill-Qwen-9B-ablit-GGUF
MiMo-V2.6-Distill-Qwen-9B-ablit-GGUF is an open-weight model from Team Mradermacher, released under MIT License. Its published files total 83.0 GB.
static quants of https://huggingface.co/Hikari07jp/MiMo-V2.6-Distill-Qwen-9B-Ablitrated For a convenient overview and download list, visit our model page for this model. weighted/imatrix quants seem not to be available (by me) at this time.
Model Card
By Team Mradermacher, published under mit, revision a7c1a9ac5097.
static quants of https://huggingface.co/Hikari07jp/MiMo-V2.6-Distill-Qwen-9B-Ablitrated For a convenient overview and download list, visit our model page for this model. weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion. If you are unsure how to use GGUF files, refer to one of TheBloke's READMEs for more details, including on how to concatenate multi-part files. (sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants) Here is a handy graph by ikawrakow comparing some…
Read Team Mradermacher's full model card
About
static quants of https://huggingface.co/Hikari07jp/MiMo-V2.6-Distill-Qwen-9B-Ablitrated
For a convenient overview and download list, visit our model page for this model.
weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion.
Usage
If you are unsure how to use GGUF files, refer to one of TheBloke's READMEs for more details, including on how to concatenate multi-part files.
Provided Quants
(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)
| Link | Type | Size/GB | Notes |
|---|---|---|---|
| GGUF | mmproj-Q8_0 | 0.7 | multi-modal supplement |
| GGUF | mmproj-f16 | 1.0 | multi-modal supplement |
| GGUF | Q2_K | 3.9 | |
| GGUF | Q3_K_S | 4.4 | |
| GGUF | Q3_K_M | 4.7 | lower quality |
| GGUF | Q3_K_L | 5.0 | |
| GGUF | Q4_K_S | 5.5 | fast, recommended |
| GGUF | Q4_K_M | 5.7 | fast, recommended |
| GGUF | Q6_K | 7.5 | very good quality |
| GGUF | Q8_0 | 9.6 | fast, best quality |
| GGUF | f16 | 18.0 | 16 bpw, overkill |
Here is a handy graph by ikawrakow comparing some lower-quality quant types (lower is better):
And here are Artefact2's thoughts on the matter: https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9
FAQ / Model Request
See https://huggingface.co/mradermacher/model_requests for some answers to questions you might have and/or if you want some other model quantized.
Thanks
I thank my company, nethype GmbH, for letting me use its servers and providing upgrades to my workstation to enable this work in my free time.
Identity and Version
- Repository
- mradermacher/MiMo-V2.6-Distill-Qwen-9B-ablit-GGUF
- Publisher
- Team Mradermacher
- Task
- Not stated by the source
- Modality
- Other
- Library
- transformers
- Parameters
- Not stated by the source
- Languages
- en
- Revision
- a7c1a9ac50978e9576ca224a5713b316c55c1998
- First published
- 2026-09-25
- Last updated
- 2026-09-25
Files and Weights
16 files, 83.0 GB in total. The weights are 14 files totalling 83.0 GB in gguf.
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| MiMo-V2.6-Distill-Qwen-9B-ablit.IQ4_XS.gguf | Weights | 5.2 GB | 0d573765c7fe |
| MiMo-V2.6-Distill-Qwen-9B-ablit.Q2_K.gguf | Weights | 3.8 GB | 320f528e3789 |
| MiMo-V2.6-Distill-Qwen-9B-ablit.Q3_K_L.gguf | Weights | 4.9 GB | 72f2e0230150 |
| MiMo-V2.6-Distill-Qwen-9B-ablit.Q3_K_M.gguf | Weights | 4.6 GB | 833f3115d649 |
| MiMo-V2.6-Distill-Qwen-9B-ablit.Q3_K_S.gguf | Weights | 4.3 GB | f1ae378271e6 |
| MiMo-V2.6-Distill-Qwen-9B-ablit.Q4_K_M.gguf | Weights | 5.6 GB | c4d9ec0efa26 |
| MiMo-V2.6-Distill-Qwen-9B-ablit.Q4_K_S.gguf | Weights | 5.4 GB | 1005825100a0 |
| MiMo-V2.6-Distill-Qwen-9B-ablit.Q5_K_M.gguf | Weights | 6.5 GB | 5dd3c7365341 |
| MiMo-V2.6-Distill-Qwen-9B-ablit.Q5_K_S.gguf | Weights | 6.3 GB | 0c0125b19c9d |
| MiMo-V2.6-Distill-Qwen-9B-ablit.Q6_K.gguf | Weights | 7.4 GB | 5a13b1e2bee2 |
| MiMo-V2.6-Distill-Qwen-9B-ablit.Q8_0.gguf | Weights | 9.5 GB | e7c11d759b4a |
| MiMo-V2.6-Distill-Qwen-9B-ablit.f16.gguf | Weights | 17.9 GB | 9cdfad0e76a1 |
| MiMo-V2.6-Distill-Qwen-9B-ablit.mmproj-Q8_0.gguf | Weights | 624.2 MB | 96815aa50a50 |
| MiMo-V2.6-Distill-Qwen-9B-ablit.mmproj-f16.gguf | Weights | 918.2 MB | 9c8526ef2abc |
| README.md | Documentation | 4.1 KB | — |
| .gitattributes | Repository | 2.6 KB | — |
License and Download
- License
- mit
- Access
- Open weights, no gate
- Download size
- 83.0 GB
Released by Team Mradermacher through its official repository on Hugging Face. Read the license.
Built From
- Derived from Hikari07jp/MiMo-V2.6-Distill-Qwen-9B-Ablitrated
- Quantized from Hikari07jp/MiMo-V2.6-Distill-Qwen-9B-Ablitrated
Memory Requirements
| Precision | Weights in memory |
|---|---|
| As published | 83.0 GB |
Weights only, from the published parameter count; the key-value cache and runtime add to this.
Questions About MiMo-V2.6-Distill-Qwen-9B-ablit-GGUF
Can I use MiMo-V2.6-Distill-Qwen-9B-ablit-GGUF commercially?
Yes. MiMo-V2.6-Distill-Qwen-9B-ablit-GGUF is released under MIT License. The MIT License is a short permissive license. It permits commercial use, modification and redistribution, provided the copyright notice and permission notice are included.