Pierre Alex @pa_schembri
Turn your existing strengths into an unbeatable advantage with AI | Python Expert and AI builder advanced-stack.com Paris Joined August 2015-
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Is there such a thing as a K8S / N8N / Redis / React-Frontend (replit-based) / Python-backend / Tilt-enabled boilerplate starter ?
LFM2 🤝 Outlines Constrained generation is amazing to squeeze more performance from tiny models. We just released a blog post with @remilouf with a smart home control demo. We used LFM2-350M to save notes, close blinds, and handle displays.
Infinite Wiki ⁕ Every word is a hyperlink. Every description is generated in real-time (in ~1 second) ⁕ Runs on Gemini 2.5 Flash Lite. ASCII diagrams using 2.5 Flash
Interesting to see that one can train a 1 014 parameters model for keyword spotting and making it work. I might have to write an article for this one
So far my first attempts to train a keyword spotter model from scratch have failed. It’s like learning how to bike all over again. You can vibe code a huge SaaS app in a few hours but one can’t vibe train.
The American mind cannot understand this
Tested the prompt API embedded in @googlechrome today… It supports streaming and structured outputs locally. It’s like having @ggerganov llama.cpp within chrome to build extensions. Can’t stop thinking about use cases 🤯
I think the next logical step for @realsohamparekh is to work at Meta.
Release dates keep slipping, but code quality isn’t the real issue. My recent CTO chats point to repeatable fixes. Which one would shorten your timeline ?
So I finally managed to find 1 hour to test on the text-to-lora from @SakanaAILabs Generated my first lora adapter on a remote GPU-equipped notebook. Now downloading it with magic wormhole, but my mac be like "Installing World..."
brew decided to upgrade itself... my mac is downloading the entire internet
We’re excited to introduce Text-to-LoRA: a Hypernetwork that generates task-specific LLM adapters (LoRAs) based on a text description of the task. Catch our presentation at #ICML2025! Paper: arxiv.org/abs/2506.06105 Code: github.com/SakanaAI/Text-… Biological systems are capable of…
Prompt → Workflow with Local LLMs What does it take to turn: “When the electricity price is below $0.4/kWh and my EV is plugged in…” into an executable workflow? It’s not trivial—especially for sub-8B models. advanced-stack.com/resources/how-…

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