J SimlThe Hidden Cost of Locally Hosted Models: A Case StudyLocally-hosted AI models may appear free, but they cost you valuable time — over 10 hours a year in our case study. Switch to a…Apr 20Apr 20
J SimlA 7 Billion Parameter Model that Beats GPT-4 on Julia Code?Fine-tuning AI models for specialized tasks is both cost-effective and straightforward, needing only a few examples and less than a dollar,Mar 14Mar 14
J SimlDuplicate No More Pt. 2: Mastering LLM-as-a-Judge ScoringTL;DR Explore three LLM judge scoring techniques — additive scoring, linguistic calibration scales, and categorical scoring — applied to…Jan 26Jan 26
J SimlBeyond Black Box: Enhancing Model Explainability with LLMs and SHAPTL;DR This tutorial showcases how to use GenAI tools to convert complex SHAP values from a machine learning model into simple, narrative…Jan 20Jan 20
J SimlFast-Track Data Science: Classification with LLMsTL;DR Explore innovative classification methods using Large Language Models in Julia, offering a quick & dirty alternative to traditional…Jan 19Jan 19
J SimlDuplicate No More: Clean up the Contact Data in Minutes with LLMsTL;DR Discover how to transform the once daunting task of contact data deduplication into a swift, simple process using Julia and the FEBRL…Jan 18Jan 18
J SimlConcepts to Spectrums: Unleashing LLM’s Power in Text AnalysisTL;DR Explore the new capabilities of LLMTextAnalysis.jl to explore any arbitrary concept and spectrum. We demonstrate how to easily…Jan 17Jan 17
J SimlGenAI Mini-Tasks: Interactive Topic Explorer With LLMTextAnalysis.jlDiscover the power of generative AI in data analysis with our tutorial on…Jan 11Jan 11
J SimlRunning a 70 Billion-Parameter LLM on Your Laptop?TL;DR You can now run the 70 billion parameter Llama2 language model locally on an M1 Mac in Julia (thanks to [llama.cpp SOTA 2-bit…Jan 11Jan 11
J SimlGenAI Mini-Tasks: Advanced Data Extraction TechniquesTL;DR Dive into advanced data extraction techniques using Julia’s PromptingTools.jl, where we gracefully handle messy CSV files and enrich…Dec 31, 2023Dec 31, 2023