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
- Galaxy Attribute Prediction: 🤗 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