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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...

Fontehuggingface.co/prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-RL-AIO-GGUF/tree/47ac973875d1adff5d5a5693eed7ec54db08d062
TipoOtherModelo baseprithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-RLVersãoRevision 47ac973Bnota

Fonte do modelo

Tipo
Other
Tamanho do arquivo
816 MB–14,2 GB
Modelo base
prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-RL
Versão
vRevision 47ac973
Atualizado
24 de out. de 2026
Downloads
330
Fonte
Hugging Face

Descrição da fonte

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

Fontes

1 fonte
Hugging FacePrimárioVersão 47ac973875d1adff5d5a5693eed7ec54db08d062
huggingface.co/prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-RL-AIO-GGUF/tree/47ac973875d1adff5d5a5693eed7ec54db08d062

Verificado 24 de out.

Download files

Artefatos de modelo

14 artefatos

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

Download file

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

Download file

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

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

Download file

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

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

Download file

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

Trechos de fonte

3 trechos
Readme6 de ago.huggingface.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 de out.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 de ago.huggingface.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