Add pipeline tag, transformers library name, and link to Hugging Face paper

This PR ensures the model can be found at https://huggingface.co/models?pipeline_tag=image-text-to-text as well as adding a link to the paper page.

README.md

@@ -1,5 +1,7 @@
 ---
-license: mit
+base_model:
+- Qwen/Qwen2-0.5B-Instruct
+- google/siglip-so400m-patch14-384
 datasets:
 - liuhaotian/LLaVA-Pretrain
 - lmms-lab/LLaVA-ReCap-558K
@@ -10,16 +12,15 @@ datasets:
 - Zhiqiang007/MathV360K
 language:
 - en
-base_model:
-- Qwen/Qwen2-0.5B-Instruct
-- google/siglip-so400m-patch14-384
+license: mit
+pipeline_tag: image-text-to-text
+library_name: transformers
 tags:
 - LLaVA-OneVision-Manager
 - LLaVA-OV-Manager
 - Manager
 ---
 
-
 Model weights for our submission to TCSVT, titled "Manager: Aggregating Insights from Unimodal Experts in Two-Tower VLMs and MLLMs".
 
-Related materials can be found at [Paper](https://looperxx.github.io/files/Manager.pdf), [Code](https://github.com/LooperXX/LLaVA-OV-Manager), https://looperxx.github.io/.
+Related materials can be found at [Paper](https://huggingface.co/papers/2506.11515), [Code](https://github.com/LooperXX/LLaVA-OV-Manager), https://looperxx.github.io/.