How to deploy and benchmark Large BERT uncased model for Question Answering API with ~0.088387 seconds inference Summary of the article This article will explore the challenges and opportunities of deploying a large BERT Question Answering Transforme...
We launch in two full-featured articles — NLP ML pipeline for turning unstructured JSON text into a knowledge graph and fresh off the press Benchmarks for BERT Large Question Answering inference for RedisAI and RedisGears with Graphana Dashboards by ...
Photo by Clark Tibbs on Unsplash There are common assumptions about ethics for scientists: that bioscientists, working on even harmless virus, will put an effort of containing the virus, even if it’s as benign as forcing people to sneeze at 8 a.m. wi...
For data scientists and engineers, soft skills for the modern world are not the old Trivium — rhetoric, logic, and grammar. My view on the set of skills that allow you to navigate complexity in the modern world, common for engineers, architects and d...
Original Matrix — Metacortex building I see metacortex engineering combination of approaches AI, ethics, systems and enterprise engineering. When everyone got excited about Meta and Metaverse, I thought two things: 1. We are behind in our exploitatio...
Photo by Ryan Quintal on Unsplash Bad guys are coming for you: One more reason to stop using Java in 2021 https://www.schneier.com/blog/archives/2021/12/on-the-log4j-vulnerability.html use Rust instead, it’s Greener and more sustainable. Seriously, c...
Photo by Aliaksei manlyx on Unsplash pre-requisite for running the benchmark: Assuming you are running Debian or ubuntu, have docker and docker-compose (or can create virtual environment via conda): git clone -b benchmark — recurse-submodules git@git...
Photo by Nejc Soklič on Unsplash Knowledge Graphs: Ontology in plain English (translation from Russian Telegram post by Prapion Medvedeva) When building complex information systems or walking through life in general, we constantly assign types to eve...
Photo by Joel Wyncott on Unsplash If the software is the music of the technological world, are you on par with Paganini? I have a deep appreciation of classical music, especially violin: I am genetically wired to like it (I chose to go to musical sch...
