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Serpen/Minimax-M3-MSA-GGUF overview

Model This repo contains specialized MoE quants for MiniMax M3 with the Indexer Tensors preserved at FP32. A BF16 MMPROJ file for image vision input has also b…

ggufbase_model:MiniMaxAI/MiniMax-M3base_model:quantized:MiniMaxAI/MiniMax-M3endpoints_compatibleregion:usimatrixconversational

Runs locally from ~7.9 MB disk (4 GB VRAM class GPUs with llama.cpp / guIDE).

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Repository Files & Downloads

9 GGUF files detected
Direct downloads for local inference
FileTypeQuantizationSizeLink
M3-mmproj.ggufGGUFGGUF1.62 GBDownload
Q4_K_M/MiniMax-M3-Q4_K_M-00001-of-00007.ggufGGUFQ4_K_M7.9 MBDownload
Q4_K_M/MiniMax-M3-Q4_K_M-00002-of-00007.ggufGGUFQ4_K_M46.10 GBDownload
Q4_K_M/MiniMax-M3-Q4_K_M-00003-of-00007.ggufGGUFQ4_K_M45.43 GBDownload
Q4_K_M/MiniMax-M3-Q4_K_M-00004-of-00007.ggufGGUFQ4_K_M45.55 GBDownload
Q4_K_M/MiniMax-M3-Q4_K_M-00005-of-00007.ggufGGUFQ4_K_M45.27 GBDownload
Q4_K_M/MiniMax-M3-Q4_K_M-00006-of-00007.ggufGGUFQ4_K_M45.43 GBDownload
Q4_K_M/MiniMax-M3-Q4_K_M-00007-of-00007.ggufGGUFQ4_K_M18.33 GBDownload
imatrix.ggufGGUFGGUF441.4 MBDownload

Model Details

Model IDSerpen/Minimax-M3-MSA-GGUF
AuthorSerpen
Pipeline
License
Base modelMiniMaxAI/MiniMax-M3
Last modified2026-07-26T21:16:32.000Z

Model README

---

base_model:

  • MiniMaxAI/MiniMax-M3

---

Model

This repo contains specialized MoE-quants for MiniMax-M3 with the Indexer Tensors preserved at FP32. A BF16 MMPROJ file for image vision input has also been provided.

The text model files should load on mainline as this PR got merged. The MMPROJ requires this one, which is a superset of the first PR.

| Quant | Size | Mixture | PPL | 1-(Mean PPL(Q)/PPL(base)) | KLD |

| :----- | :-------------------- | :------------------------ | :------------------ | :------------------------ | :------------------ |

| Q4_K_M | 246.11 GiB (4.96 BPW) | Q8_0 / Q4_K / Q4_K / Q5_K | 5.287961 ± 0.035451 | +1.9814% | 0.069890 ± 0.000978 |

!kld_graph

!ppl_graph

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