The Evolving Landscape of Large Language Model (LLM) Architectures

Michael Mueller | Oct 3, 2024 | AI Engineering Platform Engineering AI GenAI LLM

The Evolving Landscape of Large Language Model (LLM) Architectures

The field of natural language processing (NLP) has witnessed tremendous progress in recent years, driven by the emergence of large language models (LLMs). These models have revolutionized the way we approach NLP tasks, from language translation and text summarization to question answering and text generation. In this blog post, we’ll explore the evolving landscape of LLM architectures, their history and current trends.

What are Large Language Models and Key Terminologies

Michael Mueller | Oct 3, 2024 | AI Engineering AI GenAI LLM

Understanding Large Language Models (LLMs): Key Concepts and Terminologies

Large Language Models (LLMs) have changed the field of natural language processing (NLP ), powering applications from chatbots and virtual assistants to machine translation and content generation. Models like OpenAI’s GPT-4, Anthropic’s Claude 3.5 Sonnet or Google’ Gemini 1.5 have demonstrated remarkable results in generating human-like text, performing complex reasoning, and even passing professional exams. But what exactly are LLMs, and what are the key concepts that underpin their functionality?

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