enlistedghost/magistral-small-2509-vision-gguf Q2_K_S GGUF - Free GGUF Download is indexed on GraySoft with repository links, GGUF quant files, and Hugging Face metadata. This page helps you pick a local model for guIDE or other runtimes. See related models in the same shard below.
Model Intelligence Sheet
enlistedghost/magistral-small-2509-vision-gguf overview
Comprehensive model page for enlistedghost/magistral-small-2509-vision-gguf
Downloads
266
Likes
1
Pipeline
image-text-to-text
Library
—
Visibility
Public
Access
Open
Repository Files & Downloads
22 files detected
Direct downloads for all repository files
| File | Type | Quantization | Size | Link |
|---|---|---|---|---|
| Magistral-Small-2509-Vision-BF16.gguf | GGUF | BF16 | 43.92 GB | Download |
| Magistral-Small-2509-Vision-Q2_K.gguf | GGUF | Q2_K | 8.59 GB | Download |
| Magistral-Small-2509-Vision-Q2_K_L.gguf | GGUF | Q2_K_L | 10.06 GB | Download |
| Magistral-Small-2509-Vision-Q2_K_M.gguf | GGUF | Q2_K_M | 8.89 GB | Download |
| Magistral-Small-2509-Vision-Q2_K_S.gguf | GGUF | Q2_K_S | 8.42 GB | Download |
| Magistral-Small-2509-Vision-Q3_K_L.gguf | GGUF | Q3_K_L | 11.23 GB | Download |
| Magistral-Small-2509-Vision-Q3_K_M.gguf | GGUF | Q3_K_M | 10.23 GB | Download |
| Magistral-Small-2509-Vision-Q3_K_S.gguf | GGUF | Q3_K_S | 9.93 GB | Download |
| Magistral-Small-2509-Vision-Q3_K_XL.gguf | GGUF | Q3_K_XL | 12.40 GB | Download |
| Magistral-Small-2509-Vision-Q4_K_M.gguf | GGUF | Q4_K_M | 12.78 GB | Download |
| Magistral-Small-2509-Vision-Q4_K_S.gguf | GGUF | Q4_K_S | 12.61 GB | Download |
| Magistral-Small-2509-Vision-Q4_K_XL.gguf | GGUF | Q4_K_XL | 13.81 GB | Download |
| Magistral-Small-2509-Vision-Q5_K_M.gguf | GGUF | Q5_K_M | 15.57 GB | Download |
| Magistral-Small-2509-Vision-Q5_K_S.gguf | GGUF | Q5_K_S | 15.27 GB | Download |
| Magistral-Small-2509-Vision-Q5_K_XL.gguf | GGUF | Q5_K_XL | 16.00 GB | Download |
| Magistral-Small-2509-Vision-Q6_K.gguf | GGUF | Q6_K | 18.02 GB | Download |
| Magistral-Small-2509-Vision-Q6_K_M.gguf | GGUF | Q6_K_M | 18.32 GB | Download |
| Magistral-Small-2509-Vision-Q6_K_XL.gguf | GGUF | Q6_K_XL | 19.49 GB | Download |
| Magistral-Small-2509-Vision-Q8_0.gguf | GGUF | — | 23.33 GB | Download |
| mmproj-Magistral-Small-2509-Vision-F16.gguf | GGUF | F16 | 837.38 MB | Download |
| mmproj-Magistral-Small-2509-Vision-F32.gguf | GGUF | F32 | 1.64 GB | Download |
| mmproj-Magistral-Small-2509-Vision-Q8_0.gguf | GGUF | — | 446.65 MB | Download |
Model Details Live
Metadata Inspector
Normalized metadata (stored in metadata_json)
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"license": "apache-2.0",
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"new_version": "EnlistedGhost/Magistral-Small-2509-Vision-GGUF",
"pipeline_tag": "image-text-to-text",
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"readme_markdown": "---\nlicense: apache-2.0\nlanguage:\n- en\n- ru\n- uk\nbase_model:\n- EnlistedGhost/Magistral-Small-2509-Vision\nbase_model_relation: quantized\nnew_version: EnlistedGhost/Magistral-Small-2509-Vision-GGUF\npipeline_tag: image-text-to-text\ntags:\n- Magistral\n- Vision\n- Conversational\n- Multimodal\n- Image-Text-to-Text\n- GGUF\n- GGML\n- Quant\n- Quantized\n- Llama.cpp\n- Ollama\n- MistralAI\n- 24B\n---\n\n## -----------------------------------------------<br /> - Model Details and Specifications: -<br />-----------------------------------------------\n\n**Magistral-Small-2509-Vision (24B Parameters)**\n\n**Description:** <br />\nThis model was re-configured with MistralAI's original Magistral-Small vision tower,\nusing only official MistralAI files, weights and model data. This has resulted in a \nVision Multimodal version of Magistral-Small-2509 including fully functional Vision (re-enabled). <br /><br />\nThe Chat-template and System-prompt have been reworked and customized to improve\nperformance and quality across all Quantizated Files. No modifications, \nedits, or additional configurations are required to use this model with Ollama/Llama.cpp\nBoth Vision and Text work. (^.^) <br />\n\n**This release contains:** <br />\nLlama.cpp and Ollama compatible GGUF converted and Quantized model files <br />\n*(Compatible with both Ollama, and Llama.cpp)* <br />\n\n**IMPORTANT NOTICE as of **(GMT-8) 02:45 December 17th 2025**:** <br /> \nPlease note: The chat-template AND the system-prompt are custom and differ from what\nMistralAI made available. You can still use MistralAI's default template and prompt, but the model works very well\nusing what is provided within this release.\n<br /><br />\n\nHappy LLM Inferrencing,<br />\n-- Jon Z (EnlistedGhost)\n\n---------------------------------------------------\n\n## ---------------------------------------------------<br /> - Conversion and GGUF Quantization: -<br />---------------------------------------------------\n\n**Quantized GGUF version of:**\n- EnlistedGhost/Magistral-Small-2509-Vision <br /> *(by MistralAI - modified by EnlistedGhost)*\n\n**Original Model Link (Safetensors):**\n- [EnlistedGhost/Magistral-Small-2509-Vision](https://huggingface.co/EnlistedGhost/Magistral-Small-2509-Vision-GGUF)\n\n---------------------------------------------\n\n## -------------------------------<br /> ---- Updates & News ---- <br /> -------------------------------\n\n**Model Updates (as of: November 20th, 2025)**\n- Uploaded: GGUF Converted and Quantized model files\n- Created: ModelCard <br /> \n(this page)\n\n---------------------------------------------\n\n\n### --------------------------------------<br /> ---- How to run this Model ---- <br /> --------------------------------------\n\n**Compatible Software (Required to use this Model**) <br />\nYou can run this model by using either Ollama (or) Llama.cpp <br />\n*(Below are instruction on running these GGUF files with Ollama)*\n\n**How to run this Model using Ollama** <br />\nYou can run this model by using the \"ollama run\" command.<br />\nSimply copy & paste one of the commands from the list below into<br /> \nyour console, terminal or power-shell window.\n| Quant Type | File Size | Command |\n|:-----------|:----------|:--------|\n| QX_X | 0.00 GB | (Currently Uploading Files, Check again very soon!) |\n\n**Vision Projector (Files)** <br />\n*mmproj (Vision Projector) Files*\n| Quant Type | File Size | Download Link |\n|:-----------|:----------|:--------|\n| Q8_0 | 465 MB | [[mmproj Magistral-Small-2509-Vision Projector:Q8_0](https://huggingface.co/EnlistedGhost/Magistral-Small-2509-Vision-GGUF/resolve/main/mmproj-Magistral-Small-2509-Vision-Q8_0.gguf?download=true)]|\n| F16 | 870 MB | [[mmproj Magistral-Small-2509-Vision Projector:F16](https://huggingface.co/EnlistedGhost/Magistral-Small-2509-Vision-GGUF/resolve/main/mmproj-Magistral-Small-2509-Vision-F16.gguf?download=true)]|\n| F32 | 1.74 GB | [[mmproj Magistral-Small-2509-Vision Projector:F32](https://huggingface.co/EnlistedGhost/Magistral-Small-2509-Vision-GGUF/resolve/main/mmproj-Magistral-Small-2509-Vision-F32.gguf?download=true)]|\n\n\n-----------------------------------------------\n\n## -------------------------------------------------<br /> - Legal, Citations and Usage Details: -<br />-------------------------------------------------\n\n\n## Intended Use\nSame as original:\n- [[MistralAI](https://huggingface.co/mistralai/Magistral-Small-2509)]\n\n\n## Out-of-Scope Use\nSame as original:\n- [[MistralAI](https://huggingface.co/mistralai/Magistral-Small-2509)]\n\n\n## Bias, Risks, and Limitations\nSame as original:\n- [[MistralAI](https://huggingface.co/mistralai/Magistral-Small-2509)]\n\n\n## Evaluation\n- This model has NOT been evaluated in any form, scope or method of use. \n- **!!! USE AT YOUR OWN RISK !!!**\n- **!!! NO WARRANTY IS PROVIDED OF ANY KIND !!!**\n\n---------------------------------------------\n\n## Citation (Original Paper)\n[[MistalAI Magistral-Small-2509 Original Paper](https://huggingface.co/papers/2506.10910)]\n\n\n## Detailed Release Information\n- **Originally Developed by:** [[MistralAI](https://huggingface.co/mistralai/Magistral-Small-2509)]\n- **Modified with Vision re-Enabled by:** [[EnlistedGhost](https://huggingface.co/EnlistedGhost)]\n- **MMPROJ (Vision) Quantized by:** [[EnlistedGhost](https://huggingface.co/EnlistedGhost)]\n- **Model Quantized for GGUF by:** [[EnlistedGhost](https://huggingface.co/EnlistedGhost)]\n- **Model type & format:** [Quantized/GGUF]\n- **License type:** [Apache-2.0]\n\n## Model Card Authors and Contact\n[[EnlistedGhost](https://huggingface.co/EnlistedGhost)]",
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Source payload excerpt (from Hugging Face API)
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