We run large language model (LLM) pretraining and finetuning end-to-end using Paperspace by DigitalOcean’s multinode machines with H100 GPUs. 4 nodes of H100×8 GPUs provide up to 127 petaFLOPS of compute power, enabling us to pretrain or finetune full-size state-of-the-art…
Paperspace is a cloud-based platform that leverages NVIDIA graphics cards and GPU-powered virtual machines to offer an unparalleled environment for building and scaling AI projects. With its NVIDIA H100 GPUs, Paperspace provides the computational power necessary for intensive AI and…
Imagine doubling the processing power of your smartphone, tablet, personal computer, or server using the existing hardware already in these devices. Hung-Wei Tseng, a UC Riverside associate professor of electrical and computer engineering, has laid out a paradigm shift in…
NVIDIA H100 GPUs are now available on Paperspace, offering high-performance computing for AI applications. With a wide selection of high-performance GPU machines and a user-friendly platform, Paperspace provides easy access to NVIDIA H100 GPUs. Sign up for access to H100…
Extracting a knowledge base from a corpus has been a slow process until now, but no more. In this blog post, we are going to explore how the recent advancements in Natural Language Processing (NLP) help, and how they offer…
The model of scCASE Given a scCAS count matrix, we first filter out the peaks expressed in fewer than 1% of the cells (Supplementary Text S6)7,9,59, and then use TF-IDF transformation to reweight peaks by their occurrence frequencies7,59. The formula of…
Posted by Zheng Xu, Research Scientist, and Yanxiang Zhang, Software Engineer, Google Language models (LMs) trained to predict the next word given input text are the key technology for many applications [1, 2]. In Gboard, LMs are used to improve…
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 Vertically Autoscaling Monolithic Applications with CaaSPER: Scalable Container-as-a-Service Performance Enhanced Resizing…
Key Links Reflection is a prompting strategy used to improve the quality and success rate of agents and similar AI systems. It involves prompting an LLM to reflect on and critique its past actions, sometimes incorporating additional external information such…
Learn to implement an open-source Mixtral agent that interacts with a graph database Neo4j through a semantic layer Editor’s note: This post is written by Tomaz Bratanic from Neo4j By now, we all have probably recognized that we can significantly…
You’ve likely met someone who identifies as a visual or auditory learner, but others absorb knowledge through a different modality: touch. Being able to understand tactile interactions is especially important for tasks such as learning delicate surgeries and playing musical…
Any drug that is taken orally must pass through the lining of the digestive tract. Transporter proteins found on cells that line the GI tract help with this process, but for many drugs, it’s unknown which of those transporters they…