taesiri commited on
Commit
f3cf8b3
1 Parent(s): f2078dc

Upload abstract/2308.16824.txt with huggingface_hub

Browse files
Files changed (1) hide show
  1. abstract/2308.16824.txt +1 -0
abstract/2308.16824.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ "When human programmers have mastered a programming language, it would be easier when they learn a new programming language. In this report, we focus on exploring whether programming languages can boost each other during the instruction fine-tuning phase of code large language models. We conduct extensive experiments of 8 popular programming languages (Python, JavaScript, TypeScript, C, C++, Java, Go, HTML) on StarCoder. Results demonstrate that programming languages can significantly improve each other. For example, CodeM-Python 15B trained on Python is able to increase Java by an absolute 17.95% pass at 1 on HumanEval-X. More surprisingly, we found that CodeM-HTML 7B trained on the HTML corpus can improve Java by an absolute 15.24% pass at 1. Our training data is released at the project's website."