Abstract:Large language models (LLMs) such as ChatGPT have received immense interest for their general-purpose language understanding and, in particular, their ability to generate high-quality text or computer code. For many professions, LLMs represent an invaluable tool that can speed up … Read more
Language Modeling in a Sentence Representation Space [Blog] [Paper] This repository provides the official implementations and experiments for Large Concept Models (LCM). The LCM operates on an explicit higher-level semantic representation, which we name a “concept”. Concepts are language- and … Read more
Published November 22, 2024 On This Page As I write this article, a mélange of artificial intelligence companies provide language models to produce and consume written content: OpenAI’s GPT/ChatGPT, Anthropic’s Claude, xAI’s Grok, Meta AI’s Llama, Google DeepMind’s Gemini, Alibaba … Read more
Abstract:The overwhelming success of GPT-4 in early 2023 highlighted the transformative potential of large language models (LLMs) across various sectors, including national security. This article explores the implications of LLM integration within national security contexts, analyzing their potential to revolutionize … Read more
Abstract:We introduce LLMD, a large language model designed to analyze a patient’s medical history based on their medical records. Along with domain knowledge, LLMD is trained on a large corpus of records collected over time and across facilities, as well … Read more
Abstract Large language models (LLMs) are a potential substitute for human-generated data and knowledge resources. This substitution, however, can present a significant problem for the training data needed to develop future models if it leads to a reduction of human-generated … Read more
Abstract:Assessing the capabilities of large language models (LLMs) is often challenging, in part, because it is hard to find tasks to which they have not been exposed during training. We take one step to address this challenge by turning to … Read more
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This latest generation continues to push the boundaries of cost efficiency, speed, and performance. Mistral Large 2 is exposed on la Plateforme and enriched with new features to facilitate building innovative AI applications. Mistral Large 2 Mistral Large 2 has … Read more
Abstract:In this paper we argue that key, often sensational and misleading, claims regarding linguistic capabilities of Large Language Models (LLMs) are based on at least two unfounded assumptions; the assumption of language completeness and the assumption of data completeness. Language … Read more