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Fine-tuning Multimodal Embedding Models

Fine-tuning Multimodal Embedding Models

by Dr. Owns | Jan 31, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Adapting CLIP to YouTube Data (with Python Code)This is the 4th article in a larger series on multimodal AI. In the previous post, we discussed multimodal RAG systems, which can retrieve and synthesize information from different data modalities (e.g. text, images,...
How Likely Is a Six Nations Grand Slam in 2025?

How Likely Is a Six Nations Grand Slam in 2025?

by Dr. Owns | Jan 31, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Quantifying uncertainty in sports fixturesPhoto by Thomas Serer on UnsplashIntroductionFor rugby fans the long wait is nearly over, like Christmas the Six Nations comes once a year to lift our spirits in the cold winter months. If you’re not very familiar with rugby,...
Can Machines Dream? On the Creativity of Large Language Models

Can Machines Dream? On the Creativity of Large Language Models

by Dr. Owns | Jan 31, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Exploring the Role of Hallucinations, Dependencies, and Imagination in AI CreativityContinue reading on Towards Data Science » ​Exploring the Role of Hallucinations, Dependencies, and Imagination in AI CreativityContinue reading on Towards Data Science »  creativity,...
Inequality in Practice: E-commerce Portfolio Analysis

Inequality in Practice: E-commerce Portfolio Analysis

by Dr. Owns | Jan 31, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

From Mathematical Theory to Actionable Insights: A 6-Year Shopify Case StudyImage generated by DALL-E, based on author’s prompt, inspired by “The Bremen Town Musicians”Are your top-selling products making or breaking your business?It’s terrifying to think your entire...
2-Bit VPTQ: 6.5x Smaller LLMs While Preserving 95% Accuracy

2-Bit VPTQ: 6.5x Smaller LLMs While Preserving 95% Accuracy

by Dr. Owns | Jan 31, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Very accurate 2-bit quantization for running 70B LLMs on a 24 GB GPUContinue reading on Towards Data Science » ​Very accurate 2-bit quantization for running 70B LLMs on a 24 GB GPUContinue reading on Towards Data Science »  quantization, machine-learning,...
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