LLM

New AI Research Presents AttrPrompt: An LLM as a Training Data Generator for a New Paradigm in Zero-Shot Learning

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New AI Research Presents AttrPrompt: An LLM as a Training Data Generator for a New Paradigm in Zero-Shot Learning

https://arxiv.org/abs/2306.15895 The performance of large language models (LLM) has been impressive in many different natural language processing (NLP) applications. In recent studies, LLMs have been proposed as generators of task-specific training data to reduce the need for task-specific data and annotations, particularly for text classification. While these efforts have demonstrated the utility of LLMs as … Read more

Piero Molino, Predibase: On low-code machine learning and LLM

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Piero Molino, Predibase: On low-code machine learning and LLM

AI News sat down with Piero Molino, CEO and co-founder of Predibase, during this year’s AI & Big Data Expo to discuss the importance of low-code in machine learning and trends in Large Language Models (LLMs). At its core, Predibase is a declarative machine learning platform that aims to streamline the process of developing and … Read more

Introducing vLLM – an open source LLM inference and service library that accelerates HuggingFace Transformers by 24x

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Introducing vLLM - an open source LLM inference and service library that accelerates HuggingFace Transformers by 24x

https://vllm.ai/ Large language models, or LLMs for short, have emerged as a revolutionary advance in the field of artificial intelligence (AI). These models, like GPT-3, have completely revolutionized natural language understanding. With the ability of such models to interpret large amounts of existing data and generate human-like text, these models have immense potential to shape … Read more