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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
KindOtherBase modelprithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-RLVersionRevision 47ac973Bgrade

Model source

Kind
Other
File size
816 MB–14.2 GB
Base model
prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-RL
Version
vRevision 47ac973
Updated
Oct 24, 2026
Downloads
330
Source
Hugging Face

Source description

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 FacePrimaryVersion 47ac973875d1adff5d5a5693eed7ec54db08d062
huggingface.co/prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-RL-AIO-GGUF/tree/47ac973875d1adff5d5a5693eed7ec54db08d062

Verified Oct 24

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Model artifacts

14 artifacts

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

gguf · 14.2 GB · SHA-256 b9170393e4b2…b6bf · Hugging Face

Download file

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

Download file

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

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

Download file

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

gguf · 2.81 GB · SHA-256 3f898cd4b5be…4723 · Hugging Face

Download file

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

Download file

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

Download file

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

gguf · 7.54 GB · SHA-256 dea52987ca3c…2894 · Hugging Face

Download file

Source excerpts

3 excerpts
ReadmeAug 6huggingface.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_...

NoteOct 24huggingface.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

NoteAug 6huggingface.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