Upload README.md

README.md

@@ -153,12 +153,21 @@ This format must be adhered to strictly, as deviations may result in less optima
 The template used to construct a prompt for the Instruct model is specified as follows:
 
 ```
-<s>[INST] <<SYS>>\n{Instruction}\n<</SYS>>\n\n{USER_MESSAGE_1} [INST] {BOT_MESSAGE_1} </s>[INST] {USER_MESSAGE_2}[/INST] 
+<s>[INST] <<SYS>>\n{SYSTEM_PROMPT}\n<</SYS>>\n\n{USER_MESSAGE_1} [/INST] {BOT_MESSAGE_1} </s>[INST] {USER_MESSAGE_2}[/INST] 
 ```
 
+
 Please be aware that ``<s>`` and ``</s>`` are special tokens used for the beginning of string (BOS) and end of string (EOS), respectively, while [INST] and [/INST] are considered regular strings.
 
-For the "{Instruction}" part, We recommend using "あなたは誠実で優秀な日本人のアシスタントです。"
+For the "{SYSTEM_PROMPT}" part, We recommend using "あなたは誠実で優秀な日本人のアシスタントです。"
+
+For the "{USER_MESSAGE_1}" part, We recommend using {instruction}\n{input}
+
+In other words, We recommend the following:
+
+```
+<s>[INST] <<SYS>>\nあなたは誠実で優秀な日本人のアシスタントです。\n<</SYS>>\n\n{instruction1}\n{input1} [/INST] {BOT_MESSAGE_1}</s>[INST] \n\n{instruction2}\n{input2} [/INST] 
+```
 
 
 ### Use the instruct model Ver0.1
@@ -228,3 +237,15 @@ Here are the team members:
   - [Taishi Nakamura](https://twitter.com/Setuna7777_2)
   - [Takumi Okamoto](https://www.linkedin.com/in/takumi-okamoto)
   - [Ishida Shigeki](https://www.wantedly.com/id/reborn27)
+
+## How to cite
+```
+@misc{fujii2024continual,
+      title={Continual Pre-Training for Cross-Lingual LLM Adaptation: Enhancing Japanese Language Capabilities}, 
+      author={Kazuki Fujii and Taishi Nakamura and Mengsay Loem and Hiroki Iida and Masanari Ohi and Kakeru Hattori and Hirai Shota and Sakae Mizuki and Rio Yokota and Naoaki Okazaki},
+      year={2024},
+      eprint={2404.17790},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
+```