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 ...

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, ...

StarCoder 2 is trained on 619 programming languages, enhancing code completion capabilities for developers. The open-source nature of StarCoder 2 addresses enterprise concerns over data transparency ...

The new model integrates data from DCLM-BASELINE, StarCoder, and ProofPile2, achieving an MMLU score of 0.6372, placing it between Mistral and Llama3 in performance metrics. Apple releases open-source ...

Free AI coding assistants offer verified access and support many tasks in VS Code. Open source and local models increase flexibility and control in development. Community-backed tools expand learning ...

Terry Yue Zhuo, a PhD student from Monash University’s Faculty of Information Technology, has received the prestigious International Business Machines (IBM) PhD Fellowship Award – the first Australian ...

While the term Private AI has been around for more than seven years, it was often narrowly defined based on niche use cases. We saw Private AI’s opportunity and market reach as far more impactful, and ...

On Thursday, AI hosting platform Hugging Face surpassed 1 million AI model listings for the first time, marking a milestone in the rapidly expanding field of machine learning. An AI model is a ...

LM Studio is a popular GUI application that allows users with basic computer knowledge to easily download, install, and run large language models (LLMs) locally on their Linux machines. Popular LLM ...

Open-sourcing large language models (LLMs) isn't easy. Just ask the Open Source Initiative (OSI), which has been working on an AI-compatible open-source definition for nearly two years. Some companies ...

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 ...