update readme (#18)

Author: yeshaokai

README.md

@@ -3,10 +3,12 @@
 
 - This repository contains the implementation for our ICCV 2025 submission on evaluating and training multi-modal large language models for action recognition. 
 - Our code is built on [LLaVA-NeXT](https://github.com/LLaVA-VL/LLaVA-NeXT), and files in the directory `llavaction/action` are related to this work. We thank the authors of LLaVA-NeXT for making their code publicly available.
-- The files in the `\eval`, `\model`, `\serve` and `\train` are directly from [LLaVA-NeXT](https://github.com/LLaVA-VL/LLaVA-NeXT), unless modified and noted below.
+- The files in the `/eval`, `/model`, `/serve` and `/train` are directly from [LLaVA-NeXT](https://github.com/LLaVA-VL/LLaVA-NeXT), unless modified and noted below.
 - Modified files are:
-  - - file path
-  - - 
-A diff can be generated against the FIX of LLaVA-NeXT to see our modifications.
+  - - /model/llava_arch.py
+  - - /model/language_model/llava_qwen.py
+  - - /train/train.py
+  - - /train/llava_trainer.py
+A diff can be generated against the commit (79ef45a6d8b89b92d7a8525f077c3a3a9894a87d) of LLaVA-NeXT to see our modifications.
 - The code will be made publicly available when published. For review, the provided code and model license is [no license](https://choosealicense.com/no-permission/).
 - Please see the `\example` directory for a demo notebook and installation instructions.