Daniel MekuriawinGeek CulturePEFT for Low-Resource Languages: A Pathway to Linguistic InclusionParameter-Efficient Fine-Tuning (PEFT) offers a viable alternative to improve the NLP capabilities of low-resource languages.2 min read·Jan 1, 2024--1--1
Daniel MekuriawAmharic IA3 Parameter-Efficient Fine-TuningThis article delves into the specific process of parameter-efficiently fine-tuning the mT5-small model using the IA3 mechanism and presents…4 min read·Jan 1, 2024----
Daniel MekuriawUsing the Amharic IA3 PEFT ModelsThe article demonstrates how the mT5-small models that have been fine-tuned under this project can be used. It details the processes of…2 min read·Jan 1, 2024----
Daniel MekuriawAggregating, Cleaning and Preprocessing Amharic Text Summarization DataThis article provides an in-depth look at the data aggregation and cleaning phases of the benchmark dataset preparation for a project aimed…3 min read·Jan 1, 2024----
Daniel MekuriawinGeek CultureParameter-Efficient Amharic Text SummarizationThis article looks at a project aimed at improving Amharic text summarization. It focuses on efficiently fine-tuning the mT5-small model…6 min read·Jan 1, 2024----
Daniel MekuriawinGeek CultureKuanKua: A New Platform to Digitize Undigitized LanguagesThis blog post goes over a new web app I created called KuanKua that serves as a platform to keep as well as access the digital records of…7 min read·Sep 5, 2021----
Daniel MekuriawinGeek CultureUsing JavaScript to Display ActiveRecord Validation ErrorsThis blog explores the several server-side validation methods ActiveRecord provides and how they can be displayed in a user-friendly manner…5 min read·Aug 10, 2021----
Daniel MekuriawinGeek CultureA Beginner Rubyist’s Guide to use the Google Maps API through the “google_maps_service” GemGoogle provides several APIs, one of which is its map. This blog post presents a step-by-step guide for beginner Rubyists to use the…8 min read·Jul 13, 2021----
Daniel MekuriawinGeek CultureInheritance in Ruby: Understanding the “super” keywordAlthough the idea of inheritance is pretty straightforward, its implementation in Ruby as well as the use of the “super” keyword is…5 min read·Jun 22, 2021----
