revert commit for build_prompt

README.md

@@ -21,7 +21,7 @@ extra_gated_fields:
   Affiliation: text
 ---
 
-```markdown
+
 <p align="center">
 <img width="500px" alt="xLAM" src="https://huggingface.co/datasets/jianguozhang/logos/resolve/main/xlam-no-background.png">
 </p>
@@ -206,26 +206,10 @@ def convert_to_xlam_tool(tools):
 
 # Helper function to build the input prompt for our model
 def build_prompt(task_instruction: str, format_instruction: str, tools: list, query: str):
-    prompt = f"[BEGIN OF TASK INSTRUCTION]
-{task_instruction}
-[END OF TASK INSTRUCTION]
-
-"
-    prompt += f"[BEGIN OF AVAILABLE TOOLS]
-{json.dumps(xlam_format_tools)}
-[END OF AVAILABLE TOOLS]
-
-"
-    prompt += f"[BEGIN OF FORMAT INSTRUCTION]
-{format_instruction}
-[END OF FORMAT INSTRUCTION]
-
-"
-    prompt += f"[BEGIN OF QUERY]
-{query}
-[END OF QUERY]
-
-"
+    prompt = f"[BEGIN OF TASK INSTRUCTION]\n{task_instruction}\n[END OF TASK INSTRUCTION]\n\n"
+    prompt += f"[BEGIN OF AVAILABLE TOOLS]\n{json.dumps(xlam_format_tools)}\n[END OF AVAILABLE TOOLS]\n\n"
+    prompt += f"[BEGIN OF FORMAT INSTRUCTION]\n{format_instruction}\n[END OF FORMAT INSTRUCTION]\n\n"
+    prompt += f"[BEGIN OF QUERY]\n{query}\n[END OF QUERY]\n\n"
     return prompt
     
 # Build the input and start the inference
@@ -323,11 +307,23 @@ This release is for research purposes only in support of an academic paper. Our
 
 If you find this repo helpful, please cite our paper:
 ```bibtex
+@article{zhang2024xlam,
+  title={xlam: A family of large action models to empower ai agent systems},
+  author={Zhang, Jianguo and Lan, Tian and Zhu, Ming and Liu, Zuxin and Hoang, Thai and Kokane, Shirley and Yao, Weiran and Tan, Juntao and Prabhakar, Akshara and Chen, Haolin and others},
+  journal={arXiv preprint arXiv:2409.03215},
+  year={2024}
+}
+
 @article{liu2024apigen,
   title={APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets},
   author={Liu, Zuxin and Hoang, Thai and Zhang, Jianguo and Zhu, Ming and Lan, Tian and Kokane, Shirley and Tan, Juntao and Yao, Weiran and Liu, Zhiwei and Feng, Yihao and others},
   journal={arXiv preprint arXiv:2406.18518},
   year={2024}
+
+@article{zhang2025actionstudio,
+  title={ActionStudio: A Lightweight Framework for Data and Training of Action Models},
+  author={Zhang, Jianguo and Hoang, Thai and Zhu, Ming and Liu, Zuxin and Wang, Shiyu and Awalgaonkar, Tulika and Prabhakar, Akshara and Chen, Haolin and Yao, Weiran and Liu, Zhiwei and others},
+  journal={arXiv preprint arXiv:2503.22673},
+  year={2025}
 }
 ```
-```