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      Kore.ai Technical Blog

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      Cobus Greyling

      Cobus Greyling
      I explore and write about all things at the intersection of AI and language; Large Language Models, NLP, NLU, Chatbots, Voicebots & CCAI. Currently I’m an Evangelist @ Kore.ai
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      Recent Posts

      LLMs Training SLMs

      Introduction

      The primary focus in training Orca-2, was to create an open-sourced Small Language Model (SLM) which...

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      Large Language Models Excel At In-Context Learning (ICL)

      Introduction

      Retrieval-augmented generation (RAG) is widely adopted in Generative AI applications for several reasons.

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      TinyLlama Is An Open-Source Small Language Model

      The purpose of the TinyLlama model is to serve as a versatile platform for enabling end-user applications on mobile...

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      Large Impact: The Rise of Small Language Models

      A great number of Small Language Models (SLMs) are open-sourced, easy accessible via HuggingFace for download and...

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      Challenges In Adopting Retrieval-Augmented Generation Solutions

      Introduction

      RAG (Retrieval-Augmented Generation) has gained significant popularity in developing Generative AI...

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      Please Stop Saying Long Context Windows Will Replace RAG

      Introduction

      Long Context Windows are not replacing RAG, and I say this for a number of reasons.

      1. Large or Long...

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      Three Considerations For Private Open-Source LLM Instances

      Using commercial LLM APIs for production applications pose clear & well researched risks. Consequently, enterprises are...

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      A Short History Of Chatbots

      The evolution of chatbot technology has been remarkable, progressing from rudimentary systems dependent on rules to...

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      Data Design For Fine-Tuning To Improve Small Language Model Behaviour

      Teaching Small Language Models to Self-Correct & Reason by using creative data formats for fine-tuning data. Via Prompt...

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      The Large Language Model Landscape — Version 5

      In the recent past I have been observing and describing current LLM-related technologies and trends. In this article...

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