Technology Guides and Tutorials

Category: natural language processing

  • WizardLM – Enhancing Large Language Models with AI-Evolved Instructions

    WizardLM – Enhancing Large Language Models with AI-Evolved Instructions

    Making Large Language Models Better at Following Complex Instructions Large language models (LLMs), like GPT-4, are great at understanding and generating text. However, they often struggle to follow complex instructions given by users. To overcome this limitation, researchers use open-domain instruction data created by humans, which is time-consuming and labor-intensive. The Problem with Human-Created Instructions…

  • Vicuna: The Open-Source Chatbot Rivaling GPT-4 with Impressive Performance

    Vicuna: The Open-Source Chatbot Rivaling GPT-4 with Impressive Performance

    Vicuna: A New Open-Source Chatbot Competing with GPT-4 In the world of large language models (LLMs), chatbot systems have seen significant advancements, with OpenAI’s ChatGPT being a prime example. However, the lack of clarity in ChatGPT’s training and architecture details has limited research and open-source innovation. Enter Vicuna-13B, an open-source chatbot inspired by the Meta…

  • Exploring LLaMA: Meta AI’s Groundbreaking Language Model and Its Impact

    Exploring LLaMA: Meta AI’s Groundbreaking Language Model and Its Impact

    Introducing LLaMA: A Powerful Language Model by Meta AI LLaMA (Large Language Model Meta AI) is a cutting-edge large language model (LLM) released by Meta AI in February 2023. With model sizes ranging from 7 billion to 65 billion parameters, LLaMA has demonstrated impressive performance on various NLP benchmarks. The 13 billion parameter model even…