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LLMs and Transformers from Scratch: the Decoder | by Luís Roque

Data ScienceJanuary 10, 2024138Views 0Likes 0Comments

Exploring the Transformer’s Decoder Architecture: Masked Multi-Head Attention, Encoder-Decoder Attention, and Practical Implementation This post was co-authored with Rafael Nardi. In this article, we delve into the decoder component of the transformer architecture, focusing on its differences and similarities with the encoder. The decoder’s unique feature is its loop-like, iterative nature, which contrasts with the…

Meta GenAI Research Introduces ControlRoom3D: A Novel Artificial Intelligence Method to Generate High-Quality 3D Room Meshes Given a Textual Description of the Room Style

AI NewsJanuary 10, 2024124Views 0Likes 0Comments

In the rapidly evolving domain of augmented and virtual reality, creating 3D environments is a formidable challenge, particularly due to the complexities of 3D modeling software. This situation often deters end-users from crafting personalized virtual spaces, an increasingly significant aspect in diverse applications ranging from gaming to educational simulations. Central to this challenge is the…

A Generalist Agent – Google DeepMind

OpenAIJanuary 10, 2024165Views 0Likes 0Comments

Inspired by progress in large-scale language modelling, we apply a similar approach towards building a single generalist agent beyond the realm of text outputs. The agent, which we refer to as Gato, works as a multi-modal, multi-task, multi-embodiment generalist policy. The same network with the same weights can play Atari, caption images, chat, stack blocks…

Grow a Treemap with Python and Plotly Express | by Lee Vaughan

Data ScienceJanuary 10, 2024142Views 0Likes 0Comments

Turn a government PDF into a financial planning tool Photo by Robert Murray on Unsplash!Hierarchical data is a data model where items are linked to each other in parent-child relationships, forming a tree structure. Some obvious examples are family trees and corporate organization charts. A treemap is a diagram that represents hierarchical data using nested…

How Zero Trust Addresses the Unique Security Risks of IoT Devices

IoTJanuary 10, 2024210Views 0Likes 0Comments

The increasing number of Internet of Things (IoT) devices makes everyday life easier and more convenient. However, they can also pose many security risks. Criminals are quick to take advantage of the expanding attack surface. Luckily, there are ways you can leverage developing cybersecurity measures like “zero-trust” architecture to prevent bad actors from succeeding. …

Why Is Bank Reconciliation important in accounting?

NanonetsJanuary 10, 2024140Views 0Likes 0Comments

Bank Reconciliation is the process of matching the company's cash balance to the bank statement. The aim is to ensure all transactions, like customer payments, bank fees, outstanding checks, and refunds, are accurately recorded in the company's cashbooks. Bank reconciliation is crucial for identifying accounting errors and detecting fraud or theft. Without proper reconciliation of…

Researchers from Tsinghua University Introduce LLM4VG: A Novel AI Benchmark for Evaluating LLMs on Video Grounding Tasks

AI NewsJanuary 10, 2024167Views 0Likes 0Comments

Large Language Models (LLMs) have recently extended their reach beyond traditional natural language processing, demonstrating significant potential in tasks requiring multimodal information. Their integration with video perception abilities is particularly noteworthy, a pivotal move in artificial intelligence. This research takes a giant leap in exploring LLMs’ capabilities in video grounding (VG), a critical task in…

5 Coding Tasks ChatGPT Can’t Do

Data AnalyticsJanuary 9, 2024150Views 0Likes 0Comments

Image by Author I like to think of ChatGPT as a smarter version of StackOverflow. Very helpful, but not replacing professionals any time soon. As a former data scientist, I spent a solid amount of time playing around with ChatGPT when it came out. I was pretty impressed with its coding capacity. It…

Researchers from UCSD and NYU Introduced the SEAL MLLM framework: Featuring the LLM-Guided Visual Search Algorithm V ∗ for Accurate Visual Grounding in High-Resolution Images

AI NewsJanuary 9, 2024273Views 0Likes 0Comments

The focus has shifted towards multimodal Large Language Models (MLLMs), particularly in enhancing their processing and integrating multi-sensory data in the evolution of AI. This advancement is crucial in mimicking human-like cognitive abilities for complex real-world interactions, especially when dealing with rich visual inputs. A key challenge in the current MLLMs is their need for…

LLMs Are Dumber Than a House Cat. Can they replace you anyway? | by Nabil Alouani | Jan, 2024

Data ScienceJanuary 9, 2024154Views 0Likes 0Comments

Not to pick on Sebastian Bubeck in particular, but if auto-complete-on-steroid can “blow his mind,” imagine the effects on the average user. Developers and data practitioners use LLMs every day to generate code, synthetic data, and documentation. They too can be misled by inflated capabilities. It’s when humans over-trust their tools that mistakes happen. TL;DR:…