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---
license: apache-2.0
base_model:
- Qwen/Qwen2.5-VL-7B-Instruct
---
# Model Card for [PEARL-7B](https://github.com/MiliLab/PEARL)-Based on [Qwen2.5-VL-7B](https://huggingface.co/Qwen/Qwen2.5-VL-7B-Instruct)
<!-- Provide a quick summary of what the model is/does. -->
Perceptual-Evidence Anchored Reinforced Learning for Multimodal Reasoning.
arxiv.org/abs/2511.18437
## Model Details
### Model Description
This is a multimodal reasoning model.
<!-- Provide a longer summary of what this model is. -->
- **Developed by:** [Chi Zhang~1909zczc@gmail.com]
- **Finetuned from model [optional]:** [Qwen2.5-VL-7B]
### Model Sources [optional]
<!-- Provide the basic links for the model. -->
- **Repository:** [[PEARL](https://github.com/MiliLab/PEARL)]
- **Paper:** [More Information Needed]
## Uses
[VLMEvalkit](https://github.com/open-compass/VLMEvalKit)
## Training Details
[EasyR1](https://github.com/hiyouga/EasyR1)
### Training Data
[ViRL39k](https://huggingface.co/datasets/TIGER-Lab/ViRL39K)
## Citation [optional]
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->