Last time I wrote about the judge that scores my benchmark, I left one thing out. That post was about adding a model to the scoring. It was not about the fact that the model is the…
Last time I wrote about my benchmark (the code that kills your browser), I skipped the boring part. Sixteen models, six attempts each, one task – that is 96 HTML files somebo…
Recently I was messing around with the Refio plugin and testing it on local LLM models. In theory everything worked: the model was supposed to get the whole project context –…
Long time no post… on image generation. Recently I sat down with an old codebase and put together a quantization pipeline for diffusion models out of curiosity – SDXL, …
I’m building a benchmark of local models. Simple task: build a Todo App in a single HTML file – add, delete, mark as done, filters, localStorage. Trivial. Each model ge…
How Refio manages conversation context, or how to fit a big project into limited AI memory AI models can do a lot these days. They can analyze code, write documentation, hunt for b…
Genuinely practical RAG? It’s not just about building a vector index and hoping the LLM will find everything on its own. When you’re working on a project, you’re …