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Jan Siml

I dabble in many things: data, change management, ML, Bayesian Inference, Causal Inference, Generative AI and Julia language has become my tool of choice. My blog is at https://siml.earth

Location London, United Kingdom Joined Joined on  Personal website https://siml.earth github website
A 7 Billion Parameter Model that Beats GPT-4 on Julia Code?

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

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6 min read

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Six Steps to Success: Designing and Delivering Your First Generative AI Demo

Six Steps to Success: Designing and Delivering Your First Generative AI Demo

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7 min read
Navigating Your First GenAI Project: A Blueprint for Success

Navigating Your First GenAI Project: A Blueprint for Success

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3 min read
The Quest for Ultimate Productivity: Building an LLM-Powered Assistant

The Quest for Ultimate Productivity: Building an LLM-Powered Assistant

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

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

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13 min read
AIHelpMe.jl: AI-Enhanced Coding Assistance for Julia

AIHelpMe.jl: AI-Enhanced Coding Assistance for Julia

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4 min read
Fast-Track Data Science: Classification with LLMs

Fast-Track Data Science: Classification with LLMs

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

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

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7 min read
Concepts to Spectrums: Unleashing LLM's Power in Text Analysis

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

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4 min read
Beyond Black Box: Enhancing Model Explainability with LLMs and SHAP

Beyond Black Box: Enhancing Model Explainability with LLMs and SHAP

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

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

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4 min read
Running a 70 Billion-Parameter LLM on Your Laptop?

Running a 70 Billion-Parameter LLM on Your Laptop?

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4 min read
GenAI Mini-Tasks: Advanced Data Extraction Techniques

GenAI Mini-Tasks: Advanced Data Extraction Techniques

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7 min read
Julia LLM Leaderboard: Benchmarking GenAI In Julia Coding

Julia LLM Leaderboard: Benchmarking GenAI In Julia Coding

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3 min read
Jingle All the Way with the Latest PromptingTools.jl Updates

Jingle All the Way with the Latest PromptingTools.jl Updates

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2 min read
Building a RAG Chatbot over DataFrames.jl Documentation - Easy Mode!

Building a RAG Chatbot over DataFrames.jl Documentation - Easy Mode!

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7 min read
Is there an optimal temperature and top-p for code generation with paid LLM APIs?

Is there an optimal temperature and top-p for code generation with paid LLM APIs?

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5 min read
Building a RAG Chatbot over DataFrames.jl Documentation - Hands-on Guide

Building a RAG Chatbot over DataFrames.jl Documentation - Hands-on Guide

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15 min read
GenAI Mini-Tasks: Extracting Data from (.*)? Look No Further!

GenAI Mini-Tasks: Extracting Data from (.*)? Look No Further!

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4 min read
GenAI Mini-Tasks: Oops, Missed Another Meeting? Get the Agreed Next Steps in a Snap!

GenAI Mini-Tasks: Oops, Missed Another Meeting? Get the Agreed Next Steps in a Snap!

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GenAI Mini-Tasks: Oh no, I missed a meeting. What now?

GenAI Mini-Tasks: Oh no, I missed a meeting. What now?

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7 min read
GenAI Mini-Tasks: Should I Watch this Youtube Video?

GenAI Mini-Tasks: Should I Watch this Youtube Video?

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5 min read
GenAI Mini-Tasks: Mining Themes in Survey Responses

GenAI Mini-Tasks: Mining Themes in Survey Responses

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5 min read
GenAI Mini-Tasks: Taming Wild Table Columns - Part 2

GenAI Mini-Tasks: Taming Wild Table Columns - Part 2

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5 min read
GenAI Mini-Tasks: Taming Wild Table Columns - Part 1

GenAI Mini-Tasks: Taming Wild Table Columns - Part 1

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6 min read
GenAI Mini-Tasks: Automating the Little Helpers for Plotting

GenAI Mini-Tasks: Automating the Little Helpers for Plotting

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3 min read
GenAI Mini-Task: No More Re-typing SQL Screenshots!

GenAI Mini-Task: No More Re-typing SQL Screenshots!

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3 min read
GenAI Mini-Task: Buy More Time by Mastering Mini-Tasks

GenAI Mini-Task: Buy More Time by Mastering Mini-Tasks

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4 min read
PromptingTools.jl: Getting Started

PromptingTools.jl: Getting Started

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2 min read
Unleashing AI's Potential for Everyday Productivity: PromptingTools.jl

Unleashing AI's Potential for Everyday Productivity: PromptingTools.jl

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3 min read
Tips for Better Beginnings - The Bigger Picture (#5)

Tips for Better Beginnings - The Bigger Picture (#5)

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Tips for Better Beginnings - Patterns for Error-free Data Crunching (#4)

Tips for Better Beginnings - Patterns for Error-free Data Crunching (#4)

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6 min read
Tips for Better Beginnings - Embrace the REPL (#3)

Tips for Better Beginnings - Embrace the REPL (#3)

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5 min read
Tips for Better Beginnings - Pick the right IDE (#2)

Tips for Better Beginnings - Pick the right IDE (#2)

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6 min read
Tips for Better Beginnings - Sharpen your Axe (#1)

Tips for Better Beginnings - Sharpen your Axe (#1)

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5 min read
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