Cobus GreylingBuilding The Most Basic LangChain ChatbotIn this article I consider what the basic building blocks are of a LLM-based chatbot, and how LangChain goes about building it.6 min read·9 hours ago----
Cobus GreylingData Design For Fine-Tuning LLM Long Context WindowsFine-Tune your LLM To fully utilise the available context window.5 min read·3 days ago----
Cobus GreylingThe Importance Of Granular Data Design For Fine-TuningAnd leveraging Data Design to train LLMs to fully utilise context, while also solving for the Lost-In-The-Middle challenge.6 min read·4 days ago----
Cobus GreylingLangChain Structured Output Parser Using OpenAIThe LangChain structured output parser in its simplest form closely resembles OpenAI’s function calling. In this article I include a…5 min read·6 days ago--1--1
Cobus GreylingThree Considerations For Private Open-Source LLM InstancesUsing commercial LLM APIs for production applications pose clear & well researched risks. Consequently, enterprises are increasingly…6 min read·Apr 29, 2024--1--1
Cobus GreylingIntents Are Not Going Away…RoNID Is A New Intent Discovery FrameworkThe Robust New Intent Discovery (RoNID) framework strives to identify known intents and reasonably deduce new intent groups in open domain…5 min read·Apr 26, 2024----
Cobus GreylingThe Large Language Model Landscape — Version 5In the recent past I have been observing and describing current LLM-related technologies and trends. In this article I’m taking a step…5 min read·Apr 25, 2024--2--2
Cobus GreylingLLMs Excel At In-Context Learning (ICL), But What About Long In-context Learning?This study was inspired by the Lost in the Middle phenomenon which surfaced in 2023.5 min read·Apr 24, 2024----
Cobus GreylingUsing LLMs For Autonomous VehiclesLC-LLM is an explainable lane change prediction model that leverages the strong reasoning capabilities & self-explanation abilities of…6 min read·Apr 23, 2024----
Cobus GreylingMatching Retrieved Context With Question Context Using LogProbs With OpenAI for RAGTo minimise hallucinations and enhance the efficiency of RAG-powered Question Answering systems, with OpenAI log probabilities can be used…8 min read·Apr 22, 2024----