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Large Language Models Newsletters and Articles

Evaluating Large Language Models – LLM Benchmarks

Building on the foundational topics introduced in the first article, in this article we will look into these LLM benchmarks in detail. Benchmarks such as MMLU, LLMEval, among others, are designed to test language models on various tasks including multi-task language understanding, text summarization and multi-dialogue capabilities. Through these benchmarks, we will address the critical […]

Large Language Models

Named Entity Extraction

Large Language Models (LLMs) are the rockstars of AI, churning out impressive text with unparalleled fluency. But their raw output is often a tangled mess, lacking the structure we need for real-world applications. This is where LangChain’s extraction superpower comes in, transforming LLM ramblings into neatly organized data.  Image source: Extraction  Imagine you’re training an […]

Development Insurance Large Language Models Startup Technology

Unleash the Power of LVM and LLM AI for Intelligent Document Processing – With Your Own Private Infrastructure

Tired of drowning in documents? Traditional OCR throws you plain text, leaving the heavy lifting of comprehension and insight extraction to you. But in the age of AI, say goodbye to the mundane! Buckle up as we explore how Large Vocabulary Models (LVM) and Large Language Models (LLM) – two cutting-edge AI techniques – can […]

Large Language Models

Fine-tuning Large Language Models (LLMs)

Introduction: Large language models (LLMs) are a type of artificial intelligence (AI) that are trained on massive datasets of text and code. This allows them to perform a variety of tasks, such as generating text, translating languages, and answering questions. However, LLMs are not always effective out of the box. They often need to be […]