Tag: Technology
Technology (LLM, SSO, K8s…) refers to a set of modern technical solutions used to build, secure, and operate large-scale applications. This includes Large Language Models (LLMs) for AI capabilities, Single Sign-On (SSO) for unified access management, and Kubernetes (K8s) for infrastructure orchestration and automated deployment.
AI text processing: The complete guide to understanding and applying NLP technologies
In today’s digital world, the amount of text-based data produced every second is staggering—emails, documents, support tickets, chat logs, product reviews, and more. Yet, most of this data remains unstructured and difficult to exploit. That’s where AI text processing comes in. By applying natural language processing (NLP) techniques and machine learning models, AI text processing…
Top Open-source LLM Models in 2025: Features, use cases, and how to choose the right one ?
Understanding Open-Source LLMs What Is an Open-Source LLM? An open-source Large Language Model (LLM) is a machine learning model trained on vast collections of text data to perform tasks like question answering, summarization, code generation, and text classification. What distinguishes these models is the public availability of their underlying source code, model weights, and sometimes…
LLM On-Premise: The Complete Guide to Deploying Large Language Models Locally
In today’s data-driven world, businesses are increasingly leveraging Large Language Models (LLMs) to unlock new opportunities in automation, decision-making, and customer engagement. However, for organizations in regulated industries or those prioritizing data privacy, deploying LLMs on the cloud isn’t always the best solution. Enter on-premise LLM deployment—a secure, customizable, and cost-effective alternative. This guide explores…
EvalLLM challenge on few-shot learning: LLMs versus machine learning
Kaintech accelerates dataset creation with few-shot learning Kairntech recently took part in the EvalLLM 2024 challenge on few-shot learning. The contest was organised by the French Ministry of Defense via the Direction Générale de l’Armement (DGA). The aim of this challenge was to automatically identify Named Entities in French news and blog articles. Naturally the…
Use the power of LLMs on your own documents using Kairntech
Natural language questions and answers on local and confidential information Introduction Large Language Models (LLMs such as GPT) have sparked significant progress in the way, users can interact with text: they deliver impressive results on tasks such as text generation, text summarization and many other scenarios. The predominant mode of interaction with LLMs is using…