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Researchers using PyTorch have introduced an enhanced Triton FP8 GEMM (General Matrix-Matrix Multiply) kernel, TK-GEMM, which takes advantage of SplitK parallelization.

AI Shorts, Editors Pick, PyTorch, Staff, Tech News, Technology, UncategorizedMay 4, 2024157Views0Likes0Comments
PyTorch has introduced TK-GEMM, an enhanced Triton FP8 GEMM (General Matrix-Matrix Multiply) kernel, designed to expedite FP8 inference for large language models (LLMs) such as Llama3. This new development responds to the struggle faced in standard PyTorch execution, where multiple kernels are launched on the GPU for each operation in LLMs, typically leading to inefficient…

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Approaching Equitable AI: Techniques for Individual Instance Delearning Without the Need for Reeducation

AI Paper Summary, AI Shorts, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedMay 4, 2024220Views0Likes0Comments
Machine learning models are increasingly being used in critical applications, leading to concerns about their vulnerability to manipulation and exploitation. Once trained on a dataset, these models can retain information permanently, making them susceptible to privacy breaches, adversarial attacks, and unintended biases. There is a pressing need for techniques allowing these models to 'unlearn' specific…

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Developing custom coding languages for effective visual artificial intelligence systems.

Artificial Intelligence, Computer graphics, Computer Science and Artificial Intelligence Laboratory (CSAIL), Computer science and technology, Computer vision, Electrical Engineering & Computer Science (eecs), Faculty, Games, Information systems and technology, Machine learning, MIT Schwarzman College of Computing, MIT-IBM Watson AI Lab, Profile, Programming, Programming languages, School of Engineering, Uncategorized, VideoMay 4, 2024198Views0Likes0Comments
Associate Professor Jonathan Ragan-Kelley at the MIT Department of Electrical Engineering and Computer Science is a creator behind many innovative technologies used in photographic image processing and editing. Ragan-Kelley has contributed to the visual effects industry and was instrumental in designing the Halide programming language, a tool widely used in the photo editing sector. Ragan-Kelley,…

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How AI Improves Precision and Efficacy in Healthcare Billing

Guest Post, UncategorizedMay 4, 2024200Views0Likes0Comments
AI has revolutionized the medical billing landscape, contributing to greater accuracy and efficiency in the sector. This technology is being used to automate medical billing, reduce red tape, predict billing errors, and offer real-time support. The implementation of AI in medical billing software also enhances other services that standalone software fail to provide. Below are…

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Managing Client Expectations: Etsy and Print on Demand

Guest Post, UncategorizedMay 4, 2024188Views0Likes0Comments
In the realm of Etsy and Print on Demand (POD) businesses, customer satisfaction is key. To manage customer expectations, it is fundamental to employ strategies in areas such as product descriptions, shipping communications, customer service, and order quality control. Carefully crafted product descriptions enable businesses to set the right expectations. Include details about dimensions, color…

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The Impact of Commercial Printing Services on Improving Your Marketing Tactics

Guest Post, UncategorizedMay 4, 2024181Views0Likes0Comments
In our increasingly digitized world, physical marketing strategies continue to hold powerful value. Commercial printing services offer an effective way to cut through the digital clutter, providing tangible marketing materials that can engage consumers in an authentic, memorable way. Essential for more than just traditional print materials, these services can create promotional products like mugs…

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Hidden Shield: An Engineered Machine Learning Structure Aimed at Enhancing the Security of Text-to-Image T2I Generative Networks

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedMay 4, 2024149Views0Likes0Comments
The rise of machine learning has led to advancements in numerous fields, including arts, media, and the expansion of text-to-image (T2I) generative networks. These networks have the ability to produce precise images from text descriptions, presenting exciting opportunities for creators, but also triggering concerns over potential misuse such as generating harmful content. Current measures to…

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Leading Courses on ChatGPT in 2024

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedMay 4, 2024206Views0Likes0Comments
In today's fast-paced world, understanding and mastering ChatGPT, a large language model, has become indispensable due to its potential to enhance productivity, boost creativity, and automate tasks. By gaining skills in ChatGPT, individuals can better navigate the shifting landscape of artificial intelligence and its applications. Here are some top ChatGPT courses to consider in 2024. 1.…

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Stanford scientists investigate the capabilities of medium-scale language models in handling clinical question-answering operations.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedMay 4, 2024194Views0Likes0Comments
In recent times, large language models (LLMs), such as Med-PaLM 2 and GPT-4, have shown impressive performance on clinical question-answer (QA) tasks. However, these models are restrictive due to their high costs, ecological unsustainability, and paid only accessibility for researchers. A promising approach is on-device AI, which uses local devices to run language models. This…

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Over 15 AI-Based Instruments for Developers (2024)

AI Shorts, AI Tool, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedMay 4, 2024184Views0Likes0Comments
GitHub Copilot, an AI-powered coding assistant, is among several AI tools designed for developers' efficiency. Harnessing OpenAI's Codex language model, features include completing lines of code and aiding security checks. Another similar tool is Amazon's CodeWhisperer, a machine-learning-driven code generator providing real-time coding recommendations. CodeWhisperer suggests snippets to entire functions, enhancing code quality, and automating repetitive…

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Google DeepMind Unveils Med-Gemini: A Pioneering Suite of AI Models Transforming Medical Diagnosis and Clinical Judgement

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Machine learning, Staff, Tech News, Technology, UncategorizedMay 4, 2024222Views0Likes0Comments
Artificial intelligence (AI) has increasingly become a pivotal tool in the medical industry, assisting clinicians with tasks such as diagnosing patients, planning treatments, and staying up-to-date with the latest research. Despite this, current AI models face challenges in efficiently analyzing the wide array of medical data which includes images, videos and electronic health records (EHRs).…

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