This blog post will go in detail about the Long RoPE Methodology used to expand the context lengths in LLMs without significant performance degradationImage by Author — generated by Stable Diffusion 2.1As the general public has begun using LLMs in their daily lives, one important problem arises when they have long-conversations. After a few dialogue...

Data Science for Value-Chain ManagementHow can you leverage data science to optimize operations and boost profitability?Value Chain Management — (Image by Author)Value Chain Management (VCM) refers to the process of organizing activities that add value to the goods or services to achieve a competitive advantage in the marketplace.This method helps organizations...

Discover the potentials of PySpark for time-series data: Ingest, extract, and visualize data, accompanied by practical implementation codesContinue reading on Towards Data Science »

A painting of a circa 1800s paddle steamer much like Nimrod, caught in a storm and abandoned by her crew. Artist: Johan Hendrik Louis Meijer. (Public domain image)A story about convergence of random variables set within the extraordinary voyage of the NimrodOn the morning of Saturday, February 25, 1860, the passenger ship Nimrod pushed away from the...

From Microwave Countdowns to Never-Ending Call Holds, with PythonWaiting “on hold”, for popcorn, and for a lottery win — Source: https://openai.com/dall-e-2/. All other figures from the author.Ever notice how microwave oven minutes march steadily toward zero, yet phone hold minutes stretch into eternity?Consider this: barely a minute into microwaving...

MLOps: Data Pipeline OrchestrationPart 1 of Dataform 101: Fundamentals of a single repo, multi-environment Dataform with least-privilege access control and infrastructure as code setupA typical positioning of Dataform in a data pipeline [Image by author]Dataform is a new service integrated into the GCP suite of services which enables teams to develop...