Philippe Charrière's Blog

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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

Function Calling with Ollama and LLMs that do not support function calling

May 31, 20245 min read

Again, with Bash and Jq · In a previous blog post, I explained "Function Calling" and how to use it with Mistral 7B, which implements this feature. You...

Function Calling with Ollama and LLMs that do not support function calling

Function Calling with Ollama, Mistral 7B, Bash and Jq

May 31, 20245 min read

What is "Function Calling"? First, it's not a feature where a LLM can call and execute a function. "Function Calling" is the ability for certain LLMs...

Function Calling with Ollama, Mistral 7B, Bash and Jq

Parakeet, an easy way to create GenAI applications with Ollama and Golang

May 21, 20245 min read

What is "Parakeet"... and Why Several frameworks exist for developing "Generative AI" applications that interact with LLMs. The most well-known...

Parakeet, an easy way to create GenAI applications with Ollama and Golang

Create a Java GenAI Stack

Apr 4, 20248 min read

With Docker Compose, Ollama, LangChain4J and Vert-x · In this series, "AI Experiments with Ollama on a Pi5," I explained that you could run LLM locally,...

Create a Java GenAI Stack