Update README.md

README.md

@@ -10,7 +10,7 @@ base_model:
     <img src="./figures/ant-bailing.png" width="100"/>
 <p>
 
-<p align="center">📑 <a href="https://github.com/inclusionAI/Ming">Technical Report</a>｜📖<a href="https://lucaria-academy.github.io/Ming-Omni/">Project Page</a> ｜🤗 <a href="https://huggingface.co/inclusionAI/Ming-Lite-Omni">Hugging Face</a>｜ 🤖 <a href="https://www.modelscope.cn/models/inclusionAI/Ming-Lite-Omni">ModelScope</a>｜
+<p align="center">📑 <a href="https://github.com/inclusionAI/Ming/blob/main/Ming_Omni.pdf">Technical Report</a>｜📖<a href="https://lucaria-academy.github.io/Ming-Omni/">Project Page</a> ｜🤗 <a href="https://huggingface.co/inclusionAI/Ming-Lite-Omni">Hugging Face</a>｜ 🤖 <a href="https://www.modelscope.cn/models/inclusionAI/Ming-Lite-Omni">ModelScope</a>
 
 
 
@@ -213,6 +213,8 @@ pip install data/matcha_tts-0.0.5.1-cp38-cp38-linux_x86_64.whl
 pip install diffusers==0.33.0
 pip install nvidia-cublas-cu12==12.4.5.8  # for H20
 ```
+Note: We test following examples on hardware of NVIDIA H800-80GB with CUDA 12.2. Loading inclusionAI/Ming-Lite-Omni in bfloat16 takes about 40890MB memory.
+
 
 ```python
 import os
@@ -531,5 +533,16 @@ image.save("./edit.jpg")
 
 This code repository is licensed under the [MIT License](../LICENSE), and the Legal Disclaimer is located in the [LEGAL.md file](../LEGAL.md) under the project's root directory.
 
+## Citation
+
+If you find our work helpful, feel free to give us a cite.
 
+```bibtex
+@article{Mingomni2025,
+    title   = {Ming-Omni: A Unified Multimodal Model for Perception and Generation},
+    author  = {Inclusion AI},
+    journal = {arXiv preprint},
+    year    = {2025}
+}
+```