Dive

Understanding Large Language Model Parameters and Memory Requirements: A Deep Dive

Large Language Models (LLMs) has seen remarkable advancements in recent times. Models like GPT-4, Google's Gemini, and Claude 3 are setting latest standards in capabilities and applications. These models are usually not only enhancing...

Deep Dive into Transformers by Hand ✍︎

Explore the main points behind the facility of transformersThere was a latest development in our neighborhood.A ‘Robo-Truck,’ as my son likes to call it, has made its latest home on our street.It's a Tesla...

Navigating the AI Security Landscape: A Deep Dive into the HiddenLayer Threat Report

Within the rapidly advancing domain of artificial intelligence (AI), the HiddenLayer Threat Report, produced by HiddenLayer —a number one provider of security for AI—illuminates the complex and sometimes perilous intersection of AI and cybersecurity....

Deal Dive: Can AI fix lost and located?

Losing stuff sucks. It’s much more frustrating when something isn’t really lost, but reasonably left behind in a location, like an airport or sports stadium, which makes it hard to get back. My friend...

Google’s Multimodal AI Gemini – A Technical Deep Dive

Sundar Pichai, Google's CEO, together with Demis Hassabis from Google DeepMind, have introduced Gemini in December 2023. This latest large language model is integrated across Google's vast array of products, offering improvements that ripple...

Analogical & Step-Back Prompting: A Dive into Recent Advancements by Google DeepMind

IntroductionPrompt engineering focuses on devising effective prompts to guide Large Language Models (LLMs) similar to GPT-4 in generating desired responses. A well-crafted prompt might be the difference between a vague or inaccurate answer and...

Llama 2: A Deep Dive into the Open-Source Challenger to ChatGPT

Large Language Models (LLMs) able to complex reasoning tasks have shown promise in specialized domains like programming and artistic writing. Nonetheless, the world of LLMs is not simply a plug-and-play paradise; there are challenges...

Beyond Precision and Recall: A Deep Dive Deep into the Tversky Index

Exploring another classification metricOn this planet of knowledge science, metrics are the compass that guide our models to success. While many are acquainted with the classic measures of precision and recall, there are literally...

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