UCSC – IIT Workshop on Shared Task towards building a Sinhala/Tamil Large Language Model
Recent advancements in Large Language Models (LLMs) have transformed the world by facilitating access to information. Building a Large Language Model (LLM) is a significant and ambitious project. Unfortunately, the lack of an LLM for the Low resourced languages like Sinhala and Tamil presents significant challenges. Hence there is a huge requirement for developing LLM models for low resourced languages. This can be achieved through the following two approaches.
- Building an LLM from scratch, which includes main subtasks like tokenization, embedding, training and fine tuning, in addition to acquiring a substantial amount of text data.
- Developing a language interface to an open-source LLM using Retrieval-Augmented Generation (RAG).
In parallel to the ICTer 2024 conference, and as a follow-up of the Shared Task on Sinhala LLM at iCIIT 2024, UCSC and IIT are collaboratively organizing a workshop titled “Shared Task towards building a Sinhala/Tamil Large Language Model” which includes two main tasks.
Entering to Global Game Design and Development Industry
Morning Session: Game Design 101
- Role of a Game Designer
- Generating ideas for Games
- Core and Core Loop Design
- Mechanics, Dynamics and Goals
Evening Session: Game Development 101
- Role of a Game Developer
- Game Dev Technology
- Choosing a Game Engine
- Design to Development
Conducted with the collaboration of the UCSC IEEE Student Branch.
Speaker: Ravindu Cooray, Head of RAM Studios
Nuts and Bolts of Transformers
- Deep dive into the mechanics of Transformer models
- Hands-on training: Build and train a Transformer model from scratch in just 3 hours
- Explore attention mechanisms and model architecture
- Practical insights into AI and NLP advancements
- Ideal for researchers, students, and AI enthusiasts
Conducted by Cognitive Systems and Time Series (COTS) Research Group
Speaker: Keshan Sodimana, Associate Architect in Machine Learning, London Stock Exchange Group(LSEG)
UX Design Essentials: From Theory to Industry Practice
- Gain a solid foundation in UX principles and how they apply to real-world projects.
- Explore the key stages of the UX design process, from user research to prototyping.
- Learn how to transition your theoretical UX knowledge into industry-ready skills.
- Discover the top UX design tools and technologies used by industry professionals.
- Learn to effectively apply user personas, journey maps, and wireframes in your design process.
- Understand the role of UX in creating user-centered products that drive business value.
- Gain insights into how UX designers collaborate with teams in the tech industry.
Recourse person: Michael Lu, Architect – UX & UI Engineering SyscoLABS
From Insights to Impact: Driving Business Value with UX in Enterprise Development
- Discover how advanced UX design can solve critical business problems and the strategic role it plays in enterprise settings.
- Gain practical knowledge on conducting user research to uncover valuable insights.
- Learn effective methods for translating user insights into impactful design solutions.
- Work with industry experts to explore the intersection of UX and business objectives, focusing on user-centered design’s role in enhancing productivity and customer engagement.
- Master the art of leading UX initiatives within enterprise environments, navigating complex organizational structures and stakeholder demands.
- Participate in interactive sessions where you’ll design and iterate on enterprise UX solutions, using real-world data and case studies to ensure maximum business impact.
Recourse persons:
- Sanduni Kariyawasam, Senior UX Designer, IFS
- Sajani Lokuge, Senior UX Designer, IFS
- Pulasthi Ranawaka, Senior UX Designer, IFS
- Wyomi Ranasinghe, Director Product Management, IFS