EfficientML.ai will be offered again this fall, starting tomorrow. I will teach model compression and acceleration techniques for efficient AI computing. Lectures will be streamed via live.efficientml.ai Tue/Thur 3:30-5:00pm EST. Looking forward to see you.
EfficientViT is highlighted by MIT home page today: mit.edu. EfficientViT accelerates Segment Anything from 12 images/s to 842 images/s on a GPU. Key idea: light-weighted multi-scale linear attention. Full story: news.mit.edu/2023/ai-model-…
Proud moment of my first PhD student passing his thesis defense, "Efficient Deep Learning Computing: From TinyML to Large Language Model" youtu.be/E7cOyB20HDM. Congrats Ji Lin! @jilin_14
The enrollment of my MIT class EfficientML.ai is projected to double again this year. For those who can not enroll at MIT, welcome to take the online version: live.efficientml.ai
We release VILA-1.5, an efficient visual language model (VLM) that can understand not only images but also videos. VILA-1.5 achieves state-of-the-art accuracy among open source VLMs on the MMMU dataset.
CVPR'24 paper: arxiv.org/pdf/2312.07533
Code: github.com/Efficient-Larg…
🌟New from #NVIDIAResearch, VILA is a vision language model that can reason among multiple images, learn in context, and even understand videos.
🤔Read our technical deep dive ➡️ nvda.ws/3QyZQzJ.
In the past, vision language models have struggled with in-context