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KAIROS MM Qwen2.5 VL 7B SFT GGUF AIO GGUF

> KAIROS-MM-Qwen2.5-VL-7B-SFT is a multimodal reasoning model based on Qwen2.5-VL, designed to enable robots and vision AI agents to reason about the real world using physics understanding, prior knowledge, and...

Sourcehuggingface.co/prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-SFT-GGUF-AIO-GGUF/tree/895dbe460dbfb6f30bc319759e9cfe6abf21b3e6
TypeOtherModèle de baseprithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-SFTVersionRevision 895dbe4BClasse

Source du modèle

Type
Other
Taille du fichier
816 MB–14,2 GB
Modèle de base
prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-SFT
Version
vRevision 895dbe4
Mis à jour
24 oct. 2026
Téléchargements
547
Source
Hugging Face

Description de la source

KAIROS-MM-Qwen2.5-VL-7B-SFT-GGUF-AIO-GGUF

KAIROS-MM-Qwen2.5-VL-7B-SFT is a multimodal reasoning model based on Qwen2.5-VL, designed to enable robots and vision AI agents to reason about the real world using physics understanding, prior knowledge, and common sense. The model understands space, time, and fundamental physical principles, and is well suited for planning, decision making, and long horizon video reasoning in embodied and agentic systems. It serves as a planning and reasoning backbone for embodied agents, allowing them to infer what actions to take next based on visual observations, temporal context, and physical constraints.

KAIROS-MM-Qwen2.5-VL-7B-SFT-GGUF-AIO [GGUF]

File NameQuant TypeFile SizeFile Link
KAIROS-MM-Qwen2.5-VL-7B-SFT.IQ4_XS.ggufIQ4_XS4.25 GBDownload
KAIROS-MM-Qwen2.5-VL-7B-SFT.Q2_K.ggufQ2_K3.02 GBDownload
KAIROS-MM-Qwen2.5-VL-7B-SFT.Q3_K_L.ggufQ3_K_L4.09 GBDownload
KAIROS-MM-Qwen2.5-VL-7B-SFT.Q3_K_M.ggufQ3_K_M3.81 GBDownload
KAIROS-MM-Qwen2.5-VL-7B-SFT.Q3_K_S.ggufQ3_K_S3.49 GBDownload
KAIROS-MM-Qwen2.5-VL-7B-SFT.Q4_K_M.ggufQ4_K_M4.68 GBDownload
KAIROS-MM-Qwen2.5-VL-7B-SFT.Q4_K_S.ggufQ4_K_S4.46 GBDownload
KAIROS-MM-Qwen2.5-VL-7B-SFT.Q5_K_M.ggufQ5_K_M5.44 GBDownload
KAIROS-MM-Qwen2.5-VL-7B-SFT.Q5_K_S.ggufQ5_K_S5.32 GBDownload
KAIROS-MM-Qwen2.5-VL-7B-SFT.Q6_K.ggufQ6_K6.25 GBDownload
KAIROS-MM-Qwen2.5-VL-7B-SFT.Q8_0.ggufQ8_08.1 GBDownload
KAIROS-MM-Qwen2.5-VL-7B-SFT.f16.ggufF1615.2 GBDownload
KAIROS-MM-Qwen2.5-VL-7B-SFT.mmproj-Q8_0.ggufmmproj-Q8_0856 MBDownload
KAIROS-MM-Qwen2.5-VL-7B-SFT.mmproj-f16.ggufmmproj-f161.35 GBDownload

Quants Usage

(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 lower-quality quant types (lower is better):

image.png

Sources

1 source
Hugging FacePrincipalVersion 895dbe460dbfb6f30bc319759e9cfe6abf21b3e6
huggingface.co/prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-SFT-GGUF-AIO-GGUF/tree/895dbe460dbfb6f30bc319759e9cfe6abf21b3e6

Vérifié 24 oct.

Artefacts du modèle

14 artefacts

KAIROS-MM-Qwen2.5-VL-7B-SFT.f16.gguf

gguf · 14,2 GB · SHA-256 61ce0f823b23…7581 · Hugging Face

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KAIROS-MM-Qwen2.5-VL-7B-SFT.IQ4_XS.gguf

gguf · 3,96 GB · SHA-256 be73766122dc…ad56 · Hugging Face

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KAIROS-MM-Qwen2.5-VL-7B-SFT.mmproj-f16.gguf

gguf · 1,26 GB · SHA-256 09400dc31504…de29 · Hugging Face

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KAIROS-MM-Qwen2.5-VL-7B-SFT.mmproj-Q8_0.gguf

gguf · 816 MB · SHA-256 1525d9ee37b9…9fb5 · Hugging Face

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KAIROS-MM-Qwen2.5-VL-7B-SFT.Q2_K.gguf

gguf · 2,81 GB · SHA-256 a9748e017195…11c3 · Hugging Face

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KAIROS-MM-Qwen2.5-VL-7B-SFT.Q3_K_L.gguf

gguf · 3,81 GB · SHA-256 8702e0025f5c…c2cd · Hugging Face

Télécharger

KAIROS-MM-Qwen2.5-VL-7B-SFT.Q3_K_M.gguf

gguf · 3,55 GB · SHA-256 f3519fac575b…1b56 · Hugging Face

Télécharger

KAIROS-MM-Qwen2.5-VL-7B-SFT.Q3_K_S.gguf

gguf · 3,25 GB · SHA-256 d23eac1d144a…6e68 · Hugging Face

Télécharger

KAIROS-MM-Qwen2.5-VL-7B-SFT.Q4_K_M.gguf

gguf · 4,36 GB · SHA-256 cb01ba80370f…afc2 · Hugging Face

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KAIROS-MM-Qwen2.5-VL-7B-SFT.Q4_K_S.gguf

gguf · 4,15 GB · SHA-256 b99355548ac4…3e02 · Hugging Face

Télécharger

KAIROS-MM-Qwen2.5-VL-7B-SFT.Q5_K_M.gguf

gguf · 5,07 GB · SHA-256 ecfb50782c8c…e95e · Hugging Face

Télécharger

KAIROS-MM-Qwen2.5-VL-7B-SFT.Q5_K_S.gguf

gguf · 4,95 GB · SHA-256 50e42ad25d46…2ab8 · Hugging Face

Télécharger

KAIROS-MM-Qwen2.5-VL-7B-SFT.Q6_K.gguf

gguf · 5,82 GB · SHA-256 151214e14416…4c39 · Hugging Face

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KAIROS-MM-Qwen2.5-VL-7B-SFT.Q8_0.gguf

gguf · 7,54 GB · SHA-256 42de3725b760…c872 · Hugging Face

Télécharger

Extraits de sources

3 extraits
Readme7 aoûthuggingface.co/prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-SFT-GGUF-AIO-GGUF

--- license: apache-2.0 language: - en base_model: - prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-SFT pipeline_tag: video-text-to-text library_name: transformers tags: - text-generation-inference - agent - llama.cpp --- # **KAIROS-MM-Qwen2.5-VL-7B-SFT-GGUF-AIO-GGUF** > KAIROS-MM-Qwen2.5-VL-7B-SFT is a multimodal reasoning model based on Qwen2.5-VL, designed to enable robots and vision AI agents to reason about the real world using physics understanding, prior knowledge, and common sense. The model understands space, time, and fundamental physical principles, and is well suited for planning, decision making, and long horizon video reasoning in embodied and agentic systems. It serves as a planning and reasoning backbone for embodied agents, allowing them to infer what actions to take next based on visual observations, temporal context, and physical constraints. ## KAIROS-MM-Qwen2.5-VL-7B-SFT-GGUF-AIO [GGUF] | File Name | Quant Type | File Size | File Link | | - | - | - | - | | KAIROS-MM-Qwen2.5-VL-7B-SFT.IQ4_XS.gguf | IQ4_XS | 4.25 GB | [Download](https://huggingface.co/prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-RL-GGUF-AIO-GGUF/blob/main/KAIROS-MM-Qwen2.5-VL-7B-SFT.IQ4_XS.gguf) | | KAIROS-MM-Qwen2.5-VL-7B-SFT.Q2_K.gguf | Q2_K | 3.02 GB | [Download](https://huggingface.co/prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-RL-GGUF-AIO-GGUF/blob/main/KAIROS-MM-Qwen2.5-VL-7B-SFT.Q2_K.gguf) | | KAIROS-MM-Qwen2.5-VL-7B-SFT.Q3_K_L.gguf | Q3_K_L | 4.09 GB | [Download](https://huggingface.co/prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-RL-GGUF-AIO-GGUF/blob/main/KAIROS-MM-Qwen2.5-VL-7B-SFT.Q3_K_L.gguf) | | KAIROS-MM-Qwen2.5-VL-7B-SFT.Q3_K_M.gguf | Q3_K_M | 3.81 GB | [Download](https://huggingface.co/prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-RL-GGUF-AIO-GGUF/blob/main/KAIROS-MM-Qwen2.5-VL-7B-SFT.Q3_K_M.gguf) | | KAIROS-MM-Qwen2.5-VL-7B-SFT.Q3_K_S.gguf | Q3_K_S | 3.49 GB | [Download](https://huggingface.co/prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-RL-GGUF-AIO-GGUF/blob/main/KAIROS-MM-Qwen2.5-VL-7B-SFT.Q3_K_S.gguf) | | KAIROS-MM-Qwen2.5-VL-7B-SFT.Q4_K_M.gguf | Q4_K_M | 4.68 GB | [Download](https://huggingface.co/prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-RL-GGUF-AIO-GGUF/blob/main/KAIROS-MM-Qwen2.5-VL-7B-SFT.Q4_K_M.gguf) | | KAIROS-MM-Qwen2.5-VL-7B-SFT.Q4_K_S.gguf | Q4_K_S | 4.46 GB | [Download](https://huggingface.co/prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-RL-GGUF-AIO-GGUF/blob/main/KAIROS-MM-Qwen2.5-VL-7B-SFT...

Note24 oct.huggingface.co/prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-SFT-GGUF-AIO-GGUF

Source context: 547 downloads · 1 likes · Pipeline video-text-to-text · Library transformers · Repo prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-SFT-GGUF-AIO-GGUF

Note7 aoûthuggingface.co/prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-SFT-GGUF-AIO-GGUF

Source context: 110 downloads · 1 likes · Pipeline video-text-to-text · Library transformers · Repo prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-SFT-GGUF-AIO-GGUF