Abstract: API misuse in code generated by large language models (LLMs) presents a serious and growing challenge in software development. While LLMs demonstrate impressive code generation capabilities, ...

The rapid rise of generative AI — particularly the large language models (LLMs) that now dominate the natural language processing (NLP) domain — has put AI into the public spotlight like never before.

Abstract: This paper presents the results of finetuning large language models (LLMs) for the task of detecting vulnerabilities in Java source code. We leverage WizardCoder, a recent improvement of the ...

It's faster, for sure, but generative artificial intelligence (GenAI) is learning how to code just like a human developer would — and that means picking up mistakes along the way. GenAI and large ...

Open source and AI have an uneasy relationship. AI can't exist without open source, but few companies want to open source their AI programs or large language models (LLM). Except, notably, for IBM, ...

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now Zyphra Technologies is announcing the ...

Hi, currently I'm researching the impact of different retrieval-augmented generation (RAG) techniques on the LLM effect. We are attempting to replicate the CrossCodeEval from the "StarCoder 2 and The ...

Large Language Models (LLMs) have revolutionized various applications, including machine translation, text summarization, dialogue systems, and code generation. Yet, the hefty computational ...

ServiceNow, Hugging Face, and NVIDIA are releasing StarCoder2, a family of open-access large language models for code generation, aiming to set new standards for performance, transparency, and ...

StarCoder2 is an advanced open-source coding language model designed for developers, is being made offering three variants with different parameter sizes: 3 billion, 7 billion, and 15 billion. It is ...