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...
Model source
- Kind
- Other
- File size
- 816 MB–14.2 GB
- Base model
- prithivMLmods/KAIROS-MM-Qwen2.5-VL-7B-SFT
- Version
- vRevision 895dbe4
- Updated
- Oct 24, 2026
- Downloads
- 547
- Source
- Hugging Face
Source description
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 |
| KAIROS-MM-Qwen2.5-VL-7B-SFT.Q2_K.gguf | Q2_K | 3.02 GB | Download |
| KAIROS-MM-Qwen2.5-VL-7B-SFT.Q3_K_L.gguf | Q3_K_L | 4.09 GB | Download |
| KAIROS-MM-Qwen2.5-VL-7B-SFT.Q3_K_M.gguf | Q3_K_M | 3.81 GB | Download |
| KAIROS-MM-Qwen2.5-VL-7B-SFT.Q3_K_S.gguf | Q3_K_S | 3.49 GB | Download |
| KAIROS-MM-Qwen2.5-VL-7B-SFT.Q4_K_M.gguf | Q4_K_M | 4.68 GB | Download |
| KAIROS-MM-Qwen2.5-VL-7B-SFT.Q4_K_S.gguf | Q4_K_S | 4.46 GB | Download |
| KAIROS-MM-Qwen2.5-VL-7B-SFT.Q5_K_M.gguf | Q5_K_M | 5.44 GB | Download |
| KAIROS-MM-Qwen2.5-VL-7B-SFT.Q5_K_S.gguf | Q5_K_S | 5.32 GB | Download |
| KAIROS-MM-Qwen2.5-VL-7B-SFT.Q6_K.gguf | Q6_K | 6.25 GB | Download |
| KAIROS-MM-Qwen2.5-VL-7B-SFT.Q8_0.gguf | Q8_0 | 8.1 GB | Download |
| KAIROS-MM-Qwen2.5-VL-7B-SFT.f16.gguf | F16 | 15.2 GB | Download |
| KAIROS-MM-Qwen2.5-VL-7B-SFT.mmproj-Q8_0.gguf | mmproj-Q8_0 | 856 MB | Download |
| KAIROS-MM-Qwen2.5-VL-7B-SFT.mmproj-f16.gguf | mmproj-f16 | 1.35 GB | Download |
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
Sources
1 sourceVerified Oct 24
Model artifacts
14 artifacts
Model artifacts
14 artifactsKAIROS-MM-Qwen2.5-VL-7B-SFT.f16.gguf
gguf · 14.2 GB · SHA-256 61ce0f823b23…7581 · Hugging Face
DownloadKAIROS-MM-Qwen2.5-VL-7B-SFT.IQ4_XS.gguf
gguf · 3.96 GB · SHA-256 be73766122dc…ad56 · Hugging Face
DownloadKAIROS-MM-Qwen2.5-VL-7B-SFT.mmproj-f16.gguf
gguf · 1.26 GB · SHA-256 09400dc31504…de29 · Hugging Face
DownloadKAIROS-MM-Qwen2.5-VL-7B-SFT.mmproj-Q8_0.gguf
gguf · 816 MB · SHA-256 1525d9ee37b9…9fb5 · Hugging Face
DownloadKAIROS-MM-Qwen2.5-VL-7B-SFT.Q2_K.gguf
gguf · 2.81 GB · SHA-256 a9748e017195…11c3 · Hugging Face
DownloadKAIROS-MM-Qwen2.5-VL-7B-SFT.Q3_K_L.gguf
gguf · 3.81 GB · SHA-256 8702e0025f5c…c2cd · Hugging Face
DownloadKAIROS-MM-Qwen2.5-VL-7B-SFT.Q3_K_M.gguf
gguf · 3.55 GB · SHA-256 f3519fac575b…1b56 · Hugging Face
DownloadKAIROS-MM-Qwen2.5-VL-7B-SFT.Q3_K_S.gguf
gguf · 3.25 GB · SHA-256 d23eac1d144a…6e68 · Hugging Face
DownloadKAIROS-MM-Qwen2.5-VL-7B-SFT.Q4_K_M.gguf
gguf · 4.36 GB · SHA-256 cb01ba80370f…afc2 · Hugging Face
DownloadKAIROS-MM-Qwen2.5-VL-7B-SFT.Q4_K_S.gguf
gguf · 4.15 GB · SHA-256 b99355548ac4…3e02 · Hugging Face
DownloadKAIROS-MM-Qwen2.5-VL-7B-SFT.Q5_K_M.gguf
gguf · 5.07 GB · SHA-256 ecfb50782c8c…e95e · Hugging Face
DownloadKAIROS-MM-Qwen2.5-VL-7B-SFT.Q5_K_S.gguf
gguf · 4.95 GB · SHA-256 50e42ad25d46…2ab8 · Hugging Face
DownloadKAIROS-MM-Qwen2.5-VL-7B-SFT.Q6_K.gguf
gguf · 5.82 GB · SHA-256 151214e14416…4c39 · Hugging Face
DownloadKAIROS-MM-Qwen2.5-VL-7B-SFT.Q8_0.gguf
gguf · 7.54 GB · SHA-256 42de3725b760…c872 · Hugging Face
DownloadSource excerpts
3 excerpts
Source excerpts
3 excerpts--- 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...
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
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
