Philippe Charrière's Blog
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Are these small LLMs really useful?

Jan 1, 20253 min read

For this first article of 2025, I'll keep it short and answer a question I'm often asked: "Are these small LLMs really useful?" The short answer is...

Are these small LLMs really useful?

RAG "from Scratch" with Go and Ollama

Dec 13, 202417 min read

First Contact · Today, we'll discuss RAG (Retrieval Augmented Generation). This is a way to provide knowledge that an LLM (Large Language Model) doesn't...

RAG "from Scratch" with Go and Ollama

Generating JSON with an LLM: The Old Method and the New Method

Dec 8, 202410 min read

How to get structured answers · Even with a baby LLM, it's possible to generate JSON. In this article, we'll explore how to generate JSON with an LLM...

Generating JSON with an LLM: The Old Method and the New Method

Create a D&D NPC Agent with Ollama and Nemotron-mini

Sep 29, 20249 min read

Not long ago, I discovered a small LLM created by Nvidia, and the beginning of the model's description was: "Nemotron-Mini-4B-Instruct is a model for...

Create a D&D NPC Agent with Ollama and Nemotron-mini

How to Make an SLM Smarter [short version]

Sep 1, 202410 min read

How to turn a small model into a fern specialist 🌿 · This blog post is the short version of the tutorial How to Make an SLM Smarter I removed all the...

How to Make an SLM Smarter [short version]

How to make a Small Language Model smarter

Aug 31, 202415 min read

How to turn a small model into a fern specialist 🌿 · This tutorial will show how to make an SLM smarter using contextual data. I will use my project...

How to make a Small Language Model smarter