add the bibtex of "FP8-LM: Training FP8 Large Language Models" in REA…

…DME (#113)

**Description**
Add the bibtex of "FP8-LM: Training FP8 Large Language Models" in README

README.md

@@ -6,6 +6,26 @@ __MS-AMP__ is an automatic mixed precision package for deep learning developed b
 
 ## _Check [aka.ms/msamp/doc](https://aka.ms/msamp/doc) for more details._
 
+## Publication
+
+<details>
+<summary>
+<a href="https://arxiv.org/pdf/2310.18313.pdf">FP8-LM: Training FP8 Large Language Models</a> [<b>bib</b>]
+</summary>
+
+```bibtex
+@misc{fp8lm,
+      title={FP8-LM: Training FP8 Large Language Models},
+      author={Houwen Peng and Kan Wu and Yixuan Wei and Guoshuai Zhao and Yuxiang Yang and Ze Liu and Yifan Xiong and Ziyue Yang and Bolin Ni and Jingcheng Hu and Ruihang Li and Miaosen Zhang and Chen Li and Jia Ning and Ruizhe Wang and Zheng Zhang and Shuguang Liu and Joe Chau and Han Hu and Peng Cheng},
+      year={2023},
+      eprint={2310.18313},
+      archivePrefix={arXiv},
+      primaryClass={cs.LG}
+}
+```
+
+</details>
+
 ## Trademarks
 
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