Update README.md

README.md

@@ -11,6 +11,16 @@ tags:
 - multi-image
 - mllm
 ---
-[Qwen2-VL-7B-Instruct](https://huggingface.co/Qwen/Qwen2-VL-7B-Instruct) model fine-tuned on [MIS training set](https://huggingface.co/datasets/Tuwhy/MIS_Train). 
 
-You can find more details in our paper.
+# Rethinking Bottlenecks in Safety Fine-Tuning of Vision Language Models
+![motivation](./assets/motivation.png)
+Our paper, code, data, models can be found at [MIS](https://dripnowhy.github.io/MIS/).
+
+## Description
+[Qwen2-VL-7B-Instruct](https://huggingface.co/Qwen/Qwen2-VL-7B-Instruct) model fine-tuned on [MIS training set](https://huggingface.co/datasets/Tuwhy/MIS_Train).
+
+## MIRgae
+![mirage](./assets/model_fig.png)
+Here is example pipeline of [MIS training set](https://huggingface.co/datasets/Tuwhy/MIS_Train) and MIRage safety CoT label construction.
+
+You can fine-tune Qwen2-VL series using [LlamaFactory](https://github.com/hiyouga/LLaMA-Factory).