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Are We Nearing the Capacity Limit for Big Language Model (BLM) Training Data?

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedMay 15, 2024177Views0Likes0Comments
The growth and development of Large Language Models (LLMs) in Artificial Intelligence and Data Science hinge significantly on the volume and accessibility of training data. However, with the constant acceleration of data usage and the requirements of next-generation LLMs, concerns are brewing about the possibility of depleting global textual data reserves necessary for training these…

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Physicians often find it more challenging to identify diseases when examining images of darker skin tones.

Artificial Intelligence, Computer science and technology, Ethics, Health care, Media Lab, Medicine, Research, School of Architecture and Planning, Social justice, Technology and society, UncategorizedMay 15, 2024183Views0Likes0Comments
Doctors are less accurate when diagnosing skin diseases in people with darker skin, according to a study by MIT researchers. The researchers found that dermatologists accurately characterized 38% of images of skin diseases, but only 34% of those images were of darker skin. The results were similar for general practitioners. The research team suggested that…

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Improving the dependability of language models by leveraging concepts from game theory.

Algorithms, Artificial Intelligence, Computer Science and Artificial Intelligence Laboratory (CSAIL), Computer science and technology, Electrical Engineering & Computer Science (eecs), Game theory, Human-computer interaction, Machine learning, MIT Schwarzman College of Computing, MIT-IBM Watson AI Lab, Natural language processing, Research, Robotics, School of Engineering, UncategorizedMay 15, 2024209Views0Likes0Comments
Researchers from MIT Computer Science and Artificial Intelligence Laboratory (CSAIL) have designed a new type of game to enhance how artificial intelligence (AI) comprehends and produces text. This "consensus game" includes two parts of an AI system - the part that generates sentences and a part that evaluates those sentences. This model significantly improved the…

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Construct generative AI programs using Amazon Titan Text Premier, Amazon Bedrock, and AWS CDK.

Amazon Bedrock, Announcements, Artificial Intelligence, Generative AI, UncategorizedMay 15, 2024192Views0Likes0Comments
Amazon has launched Amazon Titan Text Premier, a new large language model (LLM) as part of its Titan Text models. The model is now available in Amazon Bedrock, a managed service that provides a selection of high-performing foundation models from leading AI companies. The new model is intended for large-scale enterprise-grade text generation applications. Amazon…

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“Her” Has Arrived: All The Details You Should Know About GPT-4o, Unveiled by OpenAI Today

AI, Business, ChatGPT, GPT-4o, OpenAI, UncategorizedMay 14, 2024190Views0Likes0Comments
OpenAI has announced its groundbreaking new artificial intelligence (AI) model - GPT-4o. Chief Technology Officer of OpenAI, Mira Murati unveiled the model at the company's live presentation. The term "o" in GPT-4o refers to "omni", reflecting its capability to proficiently interact using audio, images, and text in real time, closely emulating human cognition ability. Its…

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OpenAI has unveiled GPT-4o, improving user interaction and offering a range of complimentary tools for users of ChatGPT.

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedMay 14, 2024199Views0Likes0Comments
The exploration of Artificial Intelligence has increasingly focused on simulating human-like interactions. The latest innovations aim to streamline the processing of text, audio, and visual data into one framework, addressing the limitations of earlier models that processed these inputs separately. Traditional AI models often compartmentalized the processing of different data types, resulting in delayed responses and…

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Cohere’s AI Paper improves the stability of language models by automatically identifying under-trained tokens in large language models (LLMs).

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedMay 14, 2024200Views0Likes0Comments
Large Language Models (LLMs) heavily rely on the process of tokenization – breaking down texts into manageable pieces or tokens – for their training and operations. However, LLMs often encounter a problem called 'glitch tokens'. These tokens exist in the model's vocabulary but are underrepresented or absent in the training datasets. Glitch tokens can destabilize…

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Vidur: An Extensive Simulation Platform Transforming LLM Deployment by Reducing Expenses and Enhancing Efficiency

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Machine learning, Staff, Tech News, Technology, UncategorizedMay 14, 2024187Views0Likes0Comments
Large Language Models (LLMs) such as GPT-4 and LLaMA2-70B enable various applications in natural language processing. However, their deployment is challenged by high costs and the need to fine-tune many system settings to achieve optimal performance. Deploying these models involves a complex selection process among various system configurations and traditionally requires expensive and time-consuming experimentation.…

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