---
license: apache-2.0
language:
- en
- zh
- fr
- de
- es
- ja
- ko
- pt
- ru
- ar
pipeline_tag: image-text-to-text
library_name: transformers
base_model:
- SL-AI/GRaPE-2.1-Flash
tags:
- reasoning
- thinking_modes
- qwen3
- grape
- safetensors
- vision
- multimodal
- instruct
- chat
- coding
- math
- science
datasets:
- SL-AI/openprose
---

# The Openprose 2 Flash

| Model | Size | Modalities | Domain |
| :--- | :--- | :--- | :--- |
| **Openprose 2 Flash** | 9B | Image + Text in, Text out | On-device writing |

**Openprose 2 Flash** is a mid-sized model designed for creative writing tasks. Built on a **Qwen3.5** base, it supports multimodal inputs (image + text) and was trained on 200,000 entires of human-text for creative writing.

Openprose 2 Flash **does not** support any capability to think.

***

## What's New in Openprose 2

Openprose 2 Flash addresses several shortcomings from the first generation:

- **Stronger base model** — Built on Qwen3.5 9B, a substantially more capable foundation than the Qwen3 VL model used in the original model based on Openprose.
- **More time spent training** — With more tokens than the original model, it is capable of more complex ideas in story.
- **More parameters** — The 9B scale places Openprose 2 Flash boosts the parameter count of Openprose 1 by 6B, making it ever more smarter

***

# Capabilities

Openprose 2 Flash was post-trained on a curated dataset with heavy emphasis on creative writing, **it will perform poorly on other domains.**

GRaPE 2.1 Flash accepts **image and text** as input and produces **text** as output.

***

## Thinking Modes

Openprose 2 Flash **does not** support thinking. As we move to GRaPE 2.5, we will not only advance it's writing skills, but also support thinking.

***

# Recommended Inference Settings

Tested in **LM Studio**. These sampling parameters are a good starting point:

| Parameter | Value |
| :--- | :--- |
| **Temperature** | 0.6 |
| **Top K** | 20 |
| **Repeat Penalty** | 1.0 |
| **Top P** | 0.95 |
| **Min P** | 0 |

***

# Notes

- Openprose 2 Flash is the only Openprose 2 model that will be released.
- Training data is open-source.
- Updates and announcements are posted on [Skinnertopia](https://www.skinnertopia.com/) and this Hugging Face repository.

***

_Openprose 2 Flash is developed under the [SLAI (Skinnertopia Lab for Artificial Intelligence)](https://www.skinnertopia.com/) brand and released under the Apache 2.0 license._