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KAIROS MM Qwen2.5 VL 7B RL AIO GGUF

> KAIROS-MM-Qwen2.5-VL-7B-RL 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...

Sourcehuggingface.co/prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-RL-AIO-GGUF/tree/47ac973875d1adff5d5a5693eed7ec54db08d062
TypeOtherModèle de baseprithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-RLVersionRevision 47ac973BClasse

Source du modèle

Type
Other
Taille du fichier
816 MB–14,2 GB
Modèle de base
prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-RL
Version
vRevision 47ac973
Mis à jour
24 oct. 2026
Téléchargements
330
Source
Hugging Face

Description de la source

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

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

File NameQuant TypeFile SizeFile Link
KAIROS-MM-Qwen2.5-VL-7B-RL.IQ4_XS.ggufIQ4_XS4.25 GBDownload
KAIROS-MM-Qwen2.5-VL-7B-RL.Q2_K.ggufQ2_K3.02 GBDownload
KAIROS-MM-Qwen2.5-VL-7B-RL.Q3_K_L.ggufQ3_K_L4.09 GBDownload
KAIROS-MM-Qwen2.5-VL-7B-RL.Q3_K_M.ggufQ3_K_M3.81 GBDownload
KAIROS-MM-Qwen2.5-VL-7B-RL.Q3_K_S.ggufQ3_K_S3.49 GBDownload
KAIROS-MM-Qwen2.5-VL-7B-RL.Q4_K_M.ggufQ4_K_M4.68 GBDownload
KAIROS-MM-Qwen2.5-VL-7B-RL.Q4_K_S.ggufQ4_K_S4.46 GBDownload
KAIROS-MM-Qwen2.5-VL-7B-RL.Q5_K_M.ggufQ5_K_M5.44 GBDownload
KAIROS-MM-Qwen2.5-VL-7B-RL.Q5_K_S.ggufQ5_K_S5.32 GBDownload
KAIROS-MM-Qwen2.5-VL-7B-RL.Q6_K.ggufQ6_K6.25 GBDownload
KAIROS-MM-Qwen2.5-VL-7B-RL.Q8_0.ggufQ8_08.1 GBDownload
KAIROS-MM-Qwen2.5-VL-7B-RL.f16.ggufF1615.2 GBDownload
KAIROS-MM-Qwen2.5-VL-7B-RL.mmproj-Q8_0.ggufmmproj-Q8_0856 MBDownload
KAIROS-MM-Qwen2.5-VL-7B-RL.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 47ac973875d1adff5d5a5693eed7ec54db08d062
huggingface.co/prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-RL-AIO-GGUF/tree/47ac973875d1adff5d5a5693eed7ec54db08d062

Vérifié 24 oct.

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Artefacts du modèle

14 artefacts

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

gguf · 14,2 GB · SHA-256 b9170393e4b2…b6bf · Hugging Face

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

gguf · 3,96 GB · SHA-256 c4ec2b3eae87…84ba · Hugging Face

Download file

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

gguf · 1,26 GB · SHA-256 1462948395af…f724 · Hugging Face

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

gguf · 816 MB · SHA-256 9c717c4690b3…ec35 · Hugging Face

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

gguf · 2,81 GB · SHA-256 3f898cd4b5be…4723 · Hugging Face

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

gguf · 3,81 GB · SHA-256 ff77e2dc9828…989f · Hugging Face

Download file

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

gguf · 3,55 GB · SHA-256 aa84ebefa811…00e2 · Hugging Face

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

gguf · 3,25 GB · SHA-256 1d008123470f…6459 · Hugging Face

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

gguf · 4,36 GB · SHA-256 f9b1c593bac8…614c · Hugging Face

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

gguf · 4,15 GB · SHA-256 6da089ec1ef4…fdd1 · Hugging Face

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

gguf · 5,07 GB · SHA-256 5ade184c9a12…b388 · Hugging Face

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

gguf · 4,95 GB · SHA-256 b687278890df…40bc · Hugging Face

Download file

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

gguf · 5,82 GB · SHA-256 3a0697bab241…e63c · Hugging Face

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

gguf · 7,54 GB · SHA-256 dea52987ca3c…2894 · Hugging Face

Download file

Extraits de sources

3 extraits
Readme6 aoûthuggingface.co/prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-RL-AIO-GGUF

--- license: apache-2.0 language: - en base_model: - prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-RL pipeline_tag: video-text-to-text library_name: transformers tags: - text-generation-inference - agent - video-reasoning - llama.cpp --- # **KAIROS-MM-Qwen2.5-VL-7B-RL-AIO-GGUF** > KAIROS-MM-Qwen2.5-VL-7B-RL 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-RL [GGUF] | File Name | Quant Type | File Size | File Link | | - | - | - | - | | KAIROS-MM-Qwen2.5-VL-7B-RL.IQ4_XS.gguf | IQ4_XS | 4.25 GB | [Download](https://huggingface.co/prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-RL-AIO-GGUF/blob/main/KAIROS-MM-Qwen2.5-VL-7B-RL.IQ4_XS.gguf) | | KAIROS-MM-Qwen2.5-VL-7B-RL.Q2_K.gguf | Q2_K | 3.02 GB | [Download](https://huggingface.co/prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-RL-AIO-GGUF/blob/main/KAIROS-MM-Qwen2.5-VL-7B-RL.Q2_K.gguf) | | KAIROS-MM-Qwen2.5-VL-7B-RL.Q3_K_L.gguf | Q3_K_L | 4.09 GB | [Download](https://huggingface.co/prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-RL-AIO-GGUF/blob/main/KAIROS-MM-Qwen2.5-VL-7B-RL.Q3_K_L.gguf) | | KAIROS-MM-Qwen2.5-VL-7B-RL.Q3_K_M.gguf | Q3_K_M | 3.81 GB | [Download](https://huggingface.co/prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-RL-AIO-GGUF/blob/main/KAIROS-MM-Qwen2.5-VL-7B-RL.Q3_K_M.gguf) | | KAIROS-MM-Qwen2.5-VL-7B-RL.Q3_K_S.gguf | Q3_K_S | 3.49 GB | [Download](https://huggingface.co/prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-RL-AIO-GGUF/blob/main/KAIROS-MM-Qwen2.5-VL-7B-RL.Q3_K_S.gguf) | | KAIROS-MM-Qwen2.5-VL-7B-RL.Q4_K_M.gguf | Q4_K_M | 4.68 GB | [Download](https://huggingface.co/prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-RL-AIO-GGUF/blob/main/KAIROS-MM-Qwen2.5-VL-7B-RL.Q4_K_M.gguf) | | KAIROS-MM-Qwen2.5-VL-7B-RL.Q4_K_S.gguf | Q4_K_S | 4.46 GB | [Download](https://huggingface.co/prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-RL-AIO-GGUF/blob/main/KAIROS-MM-Qwen2.5-VL-7B-RL.Q4_K_S.gguf) | | KAIROS-MM-Qwen2.5-VL-7B-RL.Q5_...

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

Source context: 330 downloads · 2 likes · Pipeline video-text-to-text · Library transformers · Repo prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-RL-AIO-GGUF

Note6 aoûthuggingface.co/prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-RL-AIO-GGUF

Source context: 289 downloads · 2 likes · Pipeline video-text-to-text · Library transformers · Repo prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-RL-AIO-GGUF