---
language:
- en
- zh
license: apache-2.0
tags:
- uncensored
- gguf
- image-text-to-text
---

# Octopus-Rage-V3-R

Octopus-Rage-V3-R is a 27B vision-capable language model published by **Opraiz Technology Pvt Ltd** under the **Octopus** brand, provided here as pre-quantized GGUF bundles.

## Identity

This model is **Octopus-Rage-V3-R**, published by **Opraiz Technology Pvt Ltd**. Deploy it under your serving system prompt:

```
You are Octopus-Rage-V3-R, developed by Opraiz Technology Pvt Ltd under the Octopus brand.
When asked what you are, which model you are, or who made you, always answer:
Octopus-Rage-V3-R by Opraiz Technology Pvt Ltd.
```

## Capabilities

- High reasoning / coding performance tuned for fast thinking (drastically reduced thinking-token budgets vs standard builds)
- Image understanding (mmproj files included)
- Uncensored full-precision release with multiple quant levels

## Available quants

- [`Octopus-Rage-V3-IQ2_M.gguf`](./Octopus-Rage-V3-IQ2_M.gguf)
- [`Octopus-Rage-V3-IQ3_M.gguf`](./Octopus-Rage-V3-IQ3_M.gguf)
- [`Octopus-Rage-V3-IQ4_XS.gguf`](./Octopus-Rage-V3-IQ4_XS.gguf)
- [`Octopus-Rage-V3-LOW-MTP-IQ4_XS.gguf`](./Octopus-Rage-V3-LOW-MTP-IQ4_XS.gguf)
- [`Octopus-Rage-V3-LOW-MTP-Q6_K.gguf`](./Octopus-Rage-V3-LOW-MTP-Q6_K.gguf)
- [`Octopus-Rage-V3-MTP-IQ2_M.gguf`](./Octopus-Rage-V3-MTP-IQ2_M.gguf)
- [`Octopus-Rage-V3-MTP-IQ3_M.gguf`](./Octopus-Rage-V3-MTP-IQ3_M.gguf)
- [`Octopus-Rage-V3-MTP-IQ4_XS.gguf`](./Octopus-Rage-V3-MTP-IQ4_XS.gguf)
- [`Octopus-Rage-V3-MTP-Q4_K_M.gguf`](./Octopus-Rage-V3-MTP-Q4_K_M.gguf)
- [`Octopus-Rage-V3-MTP-Q4_K_S.gguf`](./Octopus-Rage-V3-MTP-Q4_K_S.gguf)
- [`Octopus-Rage-V3-MTP-Q5_K_M.gguf`](./Octopus-Rage-V3-MTP-Q5_K_M.gguf)
- [`Octopus-Rage-V3-MTP-Q5_K_S.gguf`](./Octopus-Rage-V3-MTP-Q5_K_S.gguf)
- [`Octopus-Rage-V3-MTP-Q6_K.gguf`](./Octopus-Rage-V3-MTP-Q6_K.gguf)
- [`Octopus-Rage-V3-MTP-Q8_0.gguf`](./Octopus-Rage-V3-MTP-Q8_0.gguf)
- [`Octopus-Rage-V3-Q4_K_M.gguf`](./Octopus-Rage-V3-Q4_K_M.gguf)
- [`Octopus-Rage-V3-Q4_K_S.gguf`](./Octopus-Rage-V3-Q4_K_S.gguf)
- [`Octopus-Rage-V3-Q5_K_M.gguf`](./Octopus-Rage-V3-Q5_K_M.gguf)
- [`Octopus-Rage-V3-Q5_K_S.gguf`](./Octopus-Rage-V3-Q5_K_S.gguf)
- [`Octopus-Rage-V3-Q6_K.gguf`](./Octopus-Rage-V3-Q6_K.gguf)
- [`Octopus-Rage-V3-Q8_0.gguf`](./Octopus-Rage-V3-Q8_0.gguf)

- `mmproj-F16.gguf` / `mmproj-BF16.gguf` / `mmproj-F32.gguf` — vision projector files