MTP Isn't Always a Win: 1.95x on My 3090, but Speculative Decoding Is Hardware-Dependent
In my MTP post , speculative decoding roughly doubled Qwen3.6-27B generation on a 3090. It's tempting to read that as "turn on MTP, go faster." So I m…
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No Cloud, No Cost: Build an Offline Visual AI Agent with Gemma 4
With Google’s Gemma 4 12B , you can host a highly intelligent assistant that natively understands text and images right on your everyday laptop. Becau…
Breathing Life into the Pi: Deploying Gemma 4 2B on a Raspberry Pi 5
Hi Everyone, I’m back with a brand new project, and this one has been a long time coming. For a while now, I’ve had this persistent urge to build my o…
I Generated a Tableau Dashboard Using Gemma 4 — Locally, No API Key, No Cloud
Why I Wanted to Try This With Gemma 4 I’ve been building Twilize — a tool that generates Tableau workbooks from natural language — for a while now. Mo…
Adding Gemma 4 speech recognition to a .NET desktop app: the llama-server sidecar that survived
In April 2026 Google shipped Gemma 4, a multimodal model with a native audio path. I wanted to add it to Parlotype, my .NET 10 dictation app, as a sec…
Gemma 4 Made Me Rethink Local AI: Not Just Text, But Images Too
This is a submission for the Gemma 4 Challenge: Write About Gemma 4 Most people (including me, initially) think of "local AI" as a text‑only chatbot r…
Gemma 4: The 128K Multimodal Powerhouse in Your Terminal
A raw, developer-first look at Google’s new open-weight Gemma 4 family—featuring a hands-on local Python setup, a comparison of the 2B, 9B, and 31B va…
GemmaNotes
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built GemmaNotes is a private, completely offline, AI voice-recorder plugin …
Vestige: A Gemma 4 Brain Tracker That Won't Blow Smoke Up Your Ass
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 TL;DR What: Vestige —an ADHD-friendly Android app designed to point out the things …
I built PROOFER - Privacy first Chrome extension that proofreads your texts using Gemma 4
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built I built PROOFER , a privacy first browser extension that helps me proo…
Sentient Canvas: A Localized Agentic Workspace Powered by Google's Gemma 4
Sentient Canvas: A Localized Agentic Workspace Powered by Google's Gemma 4 Welcome to the future of localized AI interactions. Sentient Canvas is a hi…
I built GemmaPod - A truly composable and portable AI agent solution powered by your local LLM
What I Built GemmaPod is a composable, portable AI agent platform that packages local Large Language Models into single, signed HTML+JS+WASM files (~9…
Bootstrapping with AI: Why Gemma 4 is the Micro-SaaS Founder’s Best Friend
This is a submission for the Gemma 4 Challenge: Write About Gemma 4 The math behind building a successful micro-SaaS is usually brutal but straightfor…
FinePrint — An AI Pocket Lawyer That Decodes Predatory Contracts Using Gemma 4
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 ## What We Built Last placement season, a friend came to me with a job offer letter…
🎙️Interview Coach AI — Practice Mock Interviews Locally with Gemma 4 + Jan
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built Interview Coach AI is a local-first mock interview web app. You work t…
Gemma 4 Scored 89.2% on AIME. Here's Why That Number Should Change How You Think About Open-Source AI
This is a submission for the Gemma 4 Challenge: Write About Gemma 4 AIME — the American Invitational Mathematics Examination — is the test given to th…
Gemma 4's Audio and Video Inputs: A Hands-On Guide Nobody Has Written Yet
This is a submission for the Gemma 4 Challenge: Write About Gemma 4 Most coverage of Gemma 4's multimodal capabilities stops at images. That's underst…
Gemma 4's Thinking Mode: A Practical Guide to the `<|think|>` Token
This is a submission for the Gemma 4 Challenge: Write About Gemma 4 Gemma 4 ships with built-in reasoning — a configurable chain-of-thought that runs …
Aasa: The Phone That Finally Notices
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built Aasa is a voice-first, local-first safety companion for elders living …
Find Your Route
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built Find-Your-Route is an edge-aligned, high-throughput civic transit co-p…
Active Page: Tackling Local AI for Transforming Passive Reading into Active Recall
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built Most readers suffer from the "forgetting curve." By the time we finish…
SimGemma: Democratizing STEM Education with Offline-First AI Simulations
Introduction Imagine a classroom in a remote village. There’s a blackboard, a few passionate teachers, and curious students. What’s missing? A high-en…
Software Sovereignty: How Gemma 4's Architecture Is Quietly Rewriting the Rules of Local AI
This is a submission for the Gemma 4 Challenge: Write About Gemma 4 The Illusion of "Global" Tech Every time I open a modern AI tutorial, I notice the…
Gemma 4's Silent Trade-off
The Question Nobody Asked Every model release invites the same question: how smart is it? Benchmarks answer this. MMLU , GPQA ,HumanEval The numbers g…
Bringing Gemma 4 E2B to the Edge: Building a Privacy-First Dream Analyzer with Flutter & LiteRT
This is a submission for the Gemma 4 Challenge: Write About Gemma 4 Every AI app says it respects your privacy. Then it uploads your most personal dat…
E2B vs E4B vs 31B Dense: The Practical Guide to Choosing the Right Gemma 4 Model
This is a submission for the Gemma 4 Challenge: Write About Gemma 4 I want to tell you about the moment I stopped treating local AI as a compromise. I…
The Brutal Reality of Running Gemma 4 Locally
This is a submission for the Google I/O 2026 Writing Challenge " At Google I/O 2026, Google made a specific claim: Gemma 4 runs on consumer laptops wi…
I Fed React's Entire Hooks Transition History to Gemma 4. Here's What It Found That We Missed.
"Which commit broke everything?" Every developer who has inherited a legacy codebase has asked this. We just never had a good way to answer it. The Pr…
The Caretaker Sandbox: An Offline-First Visual Playground & Template Engine powered by Gemma 4
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built The Caretaker Sandbox is a lightweight, offline-first developer playgr…
SafeSMS: On-Device Threat Detection with Gemma 4 E4B, no internet required
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built SafeSMS is a privacy-first Android application designed to protect use…