This research paper was presented at the 12th International Conference on Learning Representations (opens in new tab) (ICLR 2024), the premier conference dedicated to the advancement of deep learning. Large language models (LLMs) rely on complex internal mechanisms that require more memory than what is typically available to operate on...
This research paper was presented at the 12th International Conference on Learning Representations (opens in new tab) (ICLR 2024), the premier conference dedicated to the advancement of deep learning. Publication LoftQ: LoRA-Fine-Tuning-Aware Quantization for Large Language Models Large...
Members of the research community at Microsoft work continuously to advance their respective fields. Abstracts brings its audience to the cutting edge with them through short, compelling conversations about new and noteworthy achievements. In this episode, Senior Principal Researcher Michel Galley joins host Gretchen Huizinga...
Welcome to Research Focus, a series of blog posts that highlights notable publications, events, code/datasets, new hires and other milestones from across the research community at Microsoft. NEW RESEARCH Can Large Language Models Transform Natural Language Intent into Formal Method Postconditions? Informal natural language...
Modern computer systems and applications, with unprecedented scale, complexity, and security needs, require careful co-design and co-evolution of hardware and software. The ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) (opens in new tab), is the main forum where researchers bridge...
Imagine if every time you needed to complete a complex physical task, like building a bicycle, fixing a broken water heater, or cooking risotto for the first time, you had a world-class expert standing over your shoulder and guiding you through the process. In addition to telling you the steps to follow, this expert would also tune the instructions...
Construisez votre propre fil d'actualité
Prêt à tenter le coup ?
Commencer un essai de 14 jours, aucune carte de crédit n'est requise.