---
title: mirage
canonical_url: "https://www.modelscope.cn/models/Cactus-Compute/mirage"
md_url: "https://www.modelscope.cn/models/Cactus-Compute/mirage.md"
repository: Cactus-Compute/mirage
last_updated: 2026-11-07
license: apache-2.0
pipeline_tag: image-text-to-text
tasks:
  - image-text-to-text
model_type:
  - mirage
parameters: 54.1M
tensor_type:
  - F32
library_name:
  - safetensors
  - pytorch
frameworks:
  - pytorch
language:
  - en
  - de
  - fr
  - es
  - it
  - nl
  - pl
downloads: 3
stars: 0
tags:
  - image-to-text
  - object-detection
  - zero-shot-object-detection
  - image-segmentation
  - image-classification
  - zero-shot-image-classification
  - visual-question-answering
  - document-question-answering
---

# mirage

> mirage - Cactus-Compute 在 ModelScope 开源的模型。A vision model for image understanding and structured extraction.

Cactus-Compute/mirage 是 ModelScope 魔搭社区上的 54.1M 参数image-text-to-text模型，采用 apache-2.0 许可。

- **Repository**: Cactus-Compute/mirage
- **License**: apache-2.0
- **Tasks**: image-text-to-text
- **Parameters**: 54.1M
- **Tags**: image-to-text, object-detection, zero-shot-object-detection, image-segmentation, image-classification, zero-shot-image-classification, visual-question-answering, document-question-answering
- **Downloads**: 3
- **Stars**: 0
- **Last updated**: 2026-11-07

Source: https://www.modelscope.cn/models/Cactus-Compute/mirage

---

[![Mirage overview with scene descriptions, object detection, OCR, segmentation, spatial relations and decisions](https://huggingface.co/Cactus-Compute/mirage/resolve/main/assets/overview.png)](https://cactuscompute.com/blog/mirage#sandbox)

# Mirage

A vision model for image understanding and structured extraction.

## Get started

```sh
pip install -U cactus-compute
```

```python
import cactus

print(cactus.Mirage().describe("photo.png"))
```

The package downloads and caches the engine and weights on first use.
This repository provides `mirage.cact`, `mirage.safetensors` and the model config.

- [Model details and playground](https://cactuscompute.com/blog/mirage)
- [Python API](https://cactuscompute.com/blog/needle-python-docs)
- [Runtime binaries and supported platforms](https://huggingface.co/Cactus-Compute/cactus)
- [Source code](https://github.com/cactus-compute/cactus)