2024年9月16日 · To address this, we introduce ComplexCodeEval, a benchmark designed to assess LCMs in various development tasks, including code generation, completion, API …

Based on ComplexCodeEval, we evaluate the performance of ten LCMs across four tasks (i.e., code generation, code completion, API recommendation, and test case generation) to explore …

ComplexCodeEval consists of: - 3,897 Java samples from 1,055 code repositories - 7,184 Python samples from 2,107 code repositories. Key Features. Diverse Downstream Tasks: The …

2024年10月29日 · Based on ComplexCodeEval, we evaluate the performance of nine LCMs across four tasks (i.e., code generation, code completion, API recommendation, and test case …

2024年9月16日 · To address this, we introduce ComplexCodeEval, a benchmark designed to assess LCMs in various development tasks, including code generation, completion, API …

2 天之前 · A higher HumanEval score means the model is more reliable for software development tasks. Lets dive in and understand which model performs best on HumanEval benchmarks: 1) …

5 天之前 · In this paper, we introduce “steps-guided code generation,” a task that assesses the quality of both thought steps and code implementation to evaluate the overall management of …

Improved Code Quality: By suggesting optimized and cleaner code, LLMs contribute to the overall quality of the software, reducing errors and enhancing performance. Rapid Learning and …

2024年9月18日 · Particularly, three models in the smaller coding LLM space outshine their competition: Codestral 22B, DeepSeek Coder V2 Lite 14B, and Qwen 2.5 Coder 7B. Codestral …

Codestral 25.01 is a next-generation AI model tailored for developers. It is designed to seamlessly handle complex code generation tasks while also serving as a conversational assistant for …