---
license: cc-by-nc-4.0
language:
- en
pipeline_tag: image-text-to-text
tags:
- vision
- multimodal
- reasoning
base_model: tbd
---

# Asch 0.1

An experimental image-text-to-text model by OceanirAI.

## What is this?

Asch 0.1 is an image-text-to-text model - you give it an image and text, and it generates text responses based on what it sees. Think of it as a vision-language model that can look at images and answer questions about them, describe what's happening, or help you understand visual content.

## Model Overview

ASCH is a compact, efficient vision-language model designed for advanced reasoning and multimodal understanding.

### Key Features

- Hybrid Reasoning: Structured thinking traces for multi-step decisions
- Perceptive Tool Calling: Focus system with zoom and crop capabilities
- Structured Outputs: Reliable JSON generation
- Advanced OCR: Text recognition in challenging conditions
- UI Understanding: Optimized for desktop and mobile interfaces
- Edge-Optimized: Efficient architecture for resource-constrained devices

## Model Details

- Model Type: Vision-Language Model (Image-Text-to-Text)
- Parameters: ~2B
- Architecture: Transformer-based hybrid model
- License: CC-BY-NC-4.0
- Developed by: OceanirAI

## Usage

Coming soon - model under development.

## Contact

- Organization: OceanirAI
- GitHub: github.com/Oceanir