Sri Lanka's Dialog Axiata provides telecommunications services to the majority of Sri Lanka, with over 17 million subscribers, which comprises 57% of the Sri Lankan mobile market. The company has many facets, including home broadband, payment platforms, and other fintech services. In a competitive market with high user churn rates, Dialog Axiata needed a way…
Arcee, an artificial intelligence (AI) company, has made strides in optimizing the training of Large Language Models (LLMs) using continual pre-training (CPT) and model merging strategies. Its advancements are particularly significant in niche fields like medicine, law, and finance. The process was expedited by its partnership with AWS Trainium, a cloud platform that provides affordable…
Large Language Models (LLMs) have garnered attention recently due to their potential for enhancing a range of industries. At Arcee, the focus is on improving the domain adaptation of LLMs tailored to their client's needs. Arcee has introduced novel techniques for continual pre-training (CPT) and model merging, significantly advancing LLM training efficiency. These strategies have…
Veoneer, a global leader in automotive electronic safety systems, collaborated with Amazon to develop an active learning pipeline for in-cabin sensing. Collaborating with Amazon's Worldwide Specialist Organization and the Generative AI Innovation Centre, they were able to cut costs by 90% and speed up the annotation process from weeks to hours.
In-cabin sensing uses cameras, radar,…
Gramener, a Straive Company, has developed GeoBox, a solution that employs spatial data and advanced modeling techniques to understand and mitigate the impacts of urban heat islands (UHIs). UHIs, areas within cities that register significantly higher temperatures than rural areas, can lead to a variety of environmental and health issues including increased energy consumption, poor…
Nielsen Sports, a global leader in audience insights, data, and analytics, has recently reduced operational and financial cost by 75% through modernizing its system, with the use of Amazon SageMaker multi-model endpoints (MMEs). This system involved a vast number of machine learning models in production.
Nielsen Sports' technology uses artificial intelligence, particularly computer vision, to track…