J Siml – Medium

J Siml

J Siml

The Hidden Cost of Locally Hosted Models: A Case Study

Locally-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 20

The Hidden Cost of Locally Hosted Models: A Case Study

Apr 20

J Siml

A 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 14

A 7 Billion Parameter Model that Beats GPT-4 on Julia Code?

Mar 14

J Siml

Duplicate No More Pt. 2: Mastering LLM-as-a-Judge Scoring

TL;DR Explore three LLM judge scoring techniques — additive scoring, linguistic calibration scales, and categorical scoring — applied to…

Jan 26

Duplicate No More Pt. 2: Mastering LLM-as-a-Judge Scoring

Jan 26

J Siml

Beyond Black Box: Enhancing Model Explainability with LLMs and SHAP

TL;DR This tutorial showcases how to use GenAI tools to convert complex SHAP values from a machine learning model into simple, narrative…

Jan 20

Beyond Black Box: Enhancing Model Explainability with LLMs and SHAP

Jan 20

J Siml

Fast-Track Data Science: Classification with LLMs

TL;DR Explore innovative classification methods using Large Language Models in Julia, offering a quick & dirty alternative to traditional…

Jan 19

Fast-Track Data Science: Classification with LLMs

Jan 19

J Siml

Duplicate No More: Clean up the Contact Data in Minutes with LLMs

TL;DR Discover how to transform the once daunting task of contact data deduplication into a swift, simple process using Julia and the FEBRL…

Jan 18

Duplicate No More: Clean up the Contact Data in Minutes with LLMs

Jan 18

J Siml

Concepts to Spectrums: Unleashing LLM’s Power in Text Analysis

TL;DR Explore the new capabilities of LLMTextAnalysis.jl to explore any arbitrary concept and spectrum. We demonstrate how to easily…

Jan 17

Concepts to Spectrums: Unleashing LLM’s Power in Text Analysis

Jan 17

J Siml

GenAI Mini-Tasks: Interactive Topic Explorer With LLMTextAnalysis.jl

Discover the power of generative AI in data analysis with our tutorial on…

Jan 11

GenAI Mini-Tasks: Interactive Topic Explorer With LLMTextAnalysis.jl

Jan 11

J Siml

Running 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 11

Running a 70 Billion-Parameter LLM on Your Laptop?

Jan 11

J Siml

GenAI Mini-Tasks: Advanced Data Extraction Techniques

TL;DR Dive into advanced data extraction techniques using Julia’s PromptingTools.jl, where we gracefully handle messy CSV files and enrich…

Dec 31, 2023

GenAI Mini-Tasks: Advanced Data Extraction Techniques

Dec 31, 2023

J Siml

J Siml

I dabble in many things - data, change management, ML, Bayes*, Causal*, Generative AI in Julia, Python, and R. My blog is at https://siml.earth

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