Tuesday, November 12, 2024

Artificial Intelligence news

Africa’s AI researchers are...

This story originally appeared in The Algorithm, our weekly newsletter on AI....

Generative AI taught a...

Teaching robots to navigate new environments is tough. You can train them...

A bold AI movement...

Kessel Okinga-Koumu paced around a crowded hallway. It was her first time...

How ChatGPT search paves...

This story originally appeared in The Algorithm, our weekly newsletter on AI....
HomeMachine LearningCollaborative Machine Learning...

Collaborative Machine Learning Model Building with Families Using Co-ML



Existing novice-friendly machine learning (ML) modeling tools center around a solo user experience, where a single user collects only their own data to build a model. However, solo modeling experiences limit valuable opportunities for encountering alternative ideas and approaches that can arise when learners work together; consequently, it often precludes encountering critical issues in ML around data representation and diversity that can surface when different perspectives are manifested in a group-constructed data set. To address this issue, we created Co-ML – a tablet-based app for learners…



Article Source link and Credit

Continue reading

Computational Bottlenecks of Training Small-Scale Large Language Models

This paper was accepted at the Efficient Natural Language and Speech Processing (ENLSP) workshop at NeurIPS Workshop 2024. While large language models (LLMs) dominate the AI landscape, Small-scale large Language Models (SLMs) are gaining attention due to cost and...

On Device Llama 3.1 with Core ML

Many app developers are interested in building on device experiences that integrate increasingly capable large language models (LLMs). Running these models locally on Apple silicon enables developers to leverage the capabilities of the user's device for cost-effective inference,...

Towards Cross-Cultural Machine Translation with Retrieval-Augmented Generation from Multilingual Knowledge Graphs

Translating text that contains entity names is a challenging task, as cultural-related references can vary significantly across languages. These variations may also be caused by transcreation, an adaptation process that entails more than transliteration and word-for-word translation. In...