Adapt myself to AI coding
A llama.cpp maintainer's personal take on AI coding
ngxson's blog
A blog about tech and art
Latest posts
The false sense of productivity
What it truly means to be productive in an era where AI can do (almost) everything.
The value of open source
A reflection on the importance of open source software for the society.
Using OCR models with llama.cpp
An easy-to-follow guide on how to use OCR models with llama.cpp.
GGML and llama.cpp join Hugging Face
My thoughts on the recent news about GGML and llama.cpp joining Hugging Face, and what it means for the Local AI.
My First Film Roll
My journey into analog photography
Building My Smart Home - Part 2: ESPHome & RF433
Implementing an RF433 gateway using ESPHome and a custom Home Assistant add-on to manage multiple RF433 receivers for my smart home.
Building My Smart Home - Part 1: Home Assistant
Designing a smart home system from electrical wiring to Home Assistant automations, using affordable devices and network-inspired architecture.
Oxford Adventures and OxML 2025
Photos from my visit to Oxford and reflections on presenting at OxML Summer School 2025
Very simple to understand: RoPE, 2D-RoPE, M-RoPE
Keep it simple, stupid! Explaining RoPE, 2D-RoPE, M-RoPE in a simple way.
Introducing: ggml-easy
A simple and easy-to-use wrapper for working with GGML
My Journey Into Vision Models
Join my adventure into the world of llama.cpp and AI vision!
Minimal POC: Next.js Middleware Vulnerability
A minimal proof-of-concept demonstrating a vulnerability in Next.js middleware described in CVE-2025-29927
Common AI Model Formats
Exploring various formats, including GGUF, Safetensors, PyTorch, and ONNX
My Trip to FOSDEM 2025
Exploring Brussels and FOSDEM 2025: A visual journey through history, open-source AI, and Belgian charm.
An Autumn Treasure Hunt
A treasure hunt for chestnuts among autumn's golden forest.
Introducing GGUF-my-LoRA
Convert any PEFT LoRA adapter into GGUF and run it with any GGUF base model
Code a simple RAG from scratch
Explore Retrieval-Augmented Generation (RAG) and create one from scratch to understand the fundamental concepts.
Is it Too Soon or Too Late to Learn About AI?
Is it too soon or too late to learn about AI's potential? How to start exploring its possibilities and contributing to the ever-evolving AI landscape?
My trip to Porto
A visual journey through Porto: Where history meets modern art