Heiko HotzinTowards Data ScienceMultimodal citations with Google’s Vertex AIA novel approach to enhance the user experience with GenAI applications·11 min read·Apr 29, 2024----
Heiko HotzinTowards Data ScienceDeploying LLMs locally with Apple’s MLX frameworkA technical deep dive into the new deep learning library MLX·9 min read·Jan 20, 2024--7--7
Heiko HotzBuilding Your Own Gemini Pro ChatbotUse Vertex AI APIs to access Google’s new AI model4 min read·Dec 14, 2023--7--7
Heiko HotzinTowards Data ScienceTeaching AI to Play Board GamesUsing reinforcement learning from scratch to teach a computer to play Tic-Tac-Toe·18 min read·Dec 12, 2023--1--1
Heiko HotzinTowards Data ScienceRAG vs Finetuning — Which Is the Best Tool to Boost Your LLM Application?The definitive guide for choosing the right method for your use case·19 min read·Aug 24, 2023--22--22
Heiko HotzinTowards Data ScienceThe Urgent Need for Responsible Use of Generative AIWhy scale, personalisation, unclear provenance, and diffusion of AI-generated content require us to act now·6 min read·Aug 7, 2023--3--3
Heiko HotzinTowards Data ScienceThe Three Essential Methods to Evaluate a New Language ModelHow to check whether the newest, hottest Large Language Model (LLM) fits your needs·6 min read·Jul 3, 2023--2--2
Heiko HotzUnlocking the Future of Chatbots with Falcon, Hugging Face, and Amazon SageMakerA Step-by-Step Guide to Building a Privacy-Conscious Open-Source Document Chatbot·6 min read·Jun 11, 2023--6--6
Heiko HotzinTowards Data ScienceBuild Your Own ChatGPT-Like App with StreamlitLeverage OpenAI’s APIs to bypass the official ChatGPT app6 min read·Apr 3, 2023--7--7
Heiko HotzinTowards Data ScienceCreate Your Own Large Language Model Playground in SageMaker StudioNow you can deploy LLMs and experiment with them all in one place4 min read·Mar 20, 2023--1--1