Junhua Liu

Aug 29, 2024 | generativeai.pub | Junhua Liu

Earlier, I wrote about the recent advancement on LLM and LLM-Agents (and provided a quality-first reading list). To finetune a LLM for a specific purpose, there are several approaches to enhance LLM performance, such as prompt engineering, retrieval-augmented generation (RAG), and finetuning. In particular, finetuning retrains the model on task-specific data. It often produces the best results and is efficient during inference.

Aug 27, 2024 | generativeai.pub | Junhua Liu

English is all you need, with Cursor. Cursor is the new hot IDE that comes with powerful programming co-pilot, powered by state-of-the-art LLM like Claude 3.5 Sonnet and GPT-4o of your choice. I’ve been hearing my friends’ praises on the use of Cursor but didn’t take the time to explore, as I’m quite comfortable using VS Code with Cloud Code (Gemini). Until recently Karpathy tweeted about his experience on Cursor (and his unhappiness on it being beginner-unfriendly). So I decided to try out.

Jul 19, 2024 | mdpi.com | Boyuan Li |Zheng Pan |Junhua Liu |Shiyu Zhou

1. IntroductionWheeled and tracked drive mechanisms exhibit distinct advantages in different scenarios. The former excel on paved surfaces, showcasing both high-speed capabilities and longevity, coupled with lower energy consumption. These inherent traits contribute to efficient transportation, offering an extended operational lifespan and reduced energy usage, especially on well-maintained roadways. Track-based vehicles, with their larger ground contact area, excel in terms of terrain adaptability.

May 27, 2024 | onlinelibrary.wiley.com | Junhua Liu |Qinghua Zhang |Xiao Wang |Jessica Freese

Data Availability Statement The data that support the findings of this study are available from the corresponding author upon reasonable request.

Mar 21, 2024 | dialnet.unirioja.es | Junhua Liu

Research on the innovation of model based on the cultivation of talents in higher vocational art and designAutores: Junhua LiuLocalización: Applied Mathematics and Nonlinear Sciences, ISSN-e 2444-8656, Vol. 9, Nº. 1, 2024Idioma: inglésEnlacesTexto completoResumenArt and design are creative activities humans engage in to achieve certain purposes. The multiple characteristics of art and design also put forward more requirements for developing higher education art and design education.