# AstroSight: Galaxy Morphology Classification with Multimodal Large Language Models

## Description
A multimodal model for automated galaxy morphology classification based on InternVL2.5-38B.

## Model Details
- **Base Model**: InternVL2.5-38B
- **Task**: galaxy morphology classification and Galaxy Morphological Attribute Prediction
- **Dataset**: Galaxy Zoo 2 (GZ2)
- **Other Models:**
- 🤗**InternVL2.5-8B** : https://huggingface.co/kk1999ddk/InternVL2.5-8B
- 🤗**InternVL3-8B**: https://huggingface.co/kk1999ddk/InternVL3-8B
- 🤗**Ovis2-34B**: https://huggingface.co/kk1999ddk/Ovis2-34B
- **（https://pan.baidu.com/s/1QA1yEi3DWqm6zlwTIfLTJQ Extraction code: qmps）**

## The galaxy classification datasets are provided in JSONL format and publicly available:
- **Galaxy Morphology Classification**: [🤗 kk1999ddk/galaxy-morphology-classification](https://huggingface.co/datasets/kk1999ddk/galaxy-morphology-classification)
- **Galaxy Attribute Prediction**: [🤗 kk1999ddk/galaxy-attribute-prediction](https://huggingface.co/datasets/kk1999ddk/galaxy-attribute-prediction)  


## Related Work
  - This model is associated with ongoing research in astronomical image analysis.
  - Fine-tuned for galaxy morphology classification and attribute prediction