DiffusionGemma: 4x faster text generation
Our newest open experimental model delivers up to 4x faster inference on dedicated GPUs and opens the door to exploring speed-critical, interactive lo…
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Save yourself from drowning
Dev.to is an absolute goldmine. On any given day, thousands of builders are sharing brilliant engineering lessons, launching side projects, breaking d…
Master Local Fine-Tuning with "gemma-trainer"
Remember back in May when I introduced the gemma-skills repository? It's been rewarding to see how many of you have used my previous post to streamlin…
Запускаем LLM локально на майнинг ферме из 4 GPU
В последнее время становится все более популярным локальный запуск LLM. У каждогг свои причины, но основные это: проблемы с западными сервисами, неста…
Gemma, the Epstein Files, and sandboxing cause a stir at the World's Fair
As the AI Engineer World’s Fair kicked off officially on Monday, the halls were filled for the traditional workshop day, where coders from across the …
How I Built a Premium Developer Tools Website Using Only a Local LLM (Gemma 4:12B + Ollama + VS Code)
Over the past few weeks, I’ve been experimenting with local language models. Like a lot of developers, I’ve used cloud AI assistants quite a bit, but …
MLOps for LLM: A Case Study on Dresscode
I've recently participated in the Gemma 4 challenge here on DEV.to, but fell short compared to many amazing projects. I really liked LIKAS . I encoura…
Развернул Gemma 4 31B на одной 4090 48GB — и проверил, нужен ли Q8
Развернул Gemma 4 31B на одной 4090 (48 ГБ) — и проверил нужен ли «честный» Q8, и переживает ли tool-calling 4-бита. Q8 не дал ничего (+0.007 — шум), …
Собрал ИИ-бенчмарк под себя из 2 месяцев своих сессий — и дорогие модели проиграли дешёвым
Два месяца своих сессий с ИИ скормил скрипту и собрал бенчмарк под СВОЮ работу — не под чужой лидерборд. Результат: тройка «лучших открытых моделей» с…
Solstice Eternal – AI Powered Adventure Game with Gemma 4
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built Solstice Eternal – AI Adventure Game Solstice Eternal is an interactiv…
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…
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…
Доверенный ИИ на практике: RAG, который ссылается на источник — или честно отказывается
Поднял за выходные продукт, который давно хотел проверить руками: RAG, который отвечает строго по корпусу и к каждому утверждению ставит ссылку на пун…
Project Log #1: I'm Building an AI Agent That Controls a Phone
I'm starting a new project. It's the most ambitious thing I've attempted from a phone. The goal: an AI agent that controls a smartphone. It opens apps…
Идеальный склероз в сером ящике — мой опыт в ИИ-программировании
ИИ все прочнее входит в работу программиста. Кто-то все еще отрицает его роль, кто-то с энтузиазмом пробует все новые возможности, но квалифицированно…
Connecting RooCode to Gemma4-26B-MoE via OpenAI Bridge
This configuration bypasses extension UI limitations by routing direct Google AI Studio requests through Google’s native OpenAI-compliant endpoint. Th…
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…
Structure: A Local-First Interview IDE Powered by Gemma 4
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built Structure is a local-first macOS desktop IDE for technical interview p…
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…
Quantizing Gemma 4 on Mac with llama.cpp
requirements hugging face account https://huggingface.co/ Setup llama.cpp git clone https://github.com/ggml-org/llama.cpp.git cmake -S llama.cpp -B ll…
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…
Your To-Do List Doesn't Know You — So I Gave Mine Three Brains
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built Architecture: graph TD subgraph Client["CLIENT LAYER"] FL["Flutter app…
Using Gemma4 2B to Assist Community Health Workers
This is a submission for the Gemma 4 Challenge: Write About Gemma 4 Problem Statement Nigeria has a scarcity of health workers, with the ratio of doct…
Everbench: A document management system with Local Intelligence
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built Everbench Everbench is a low-cost, efficient document research platfor…
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…
🛡️ PromptGuard: I Built a Local AI Privacy Firewall That Sanitizes Your Prompts Before They Leave Your Machine
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 Every time you paste sensitive data, legal documents, or personal details into Chat…
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 …
Gemminate: Transforming Static Textbooks into Interactive Learning Journeys with Gemma 4
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built Static textbooks are a thing of the past. I built Gemminate , an intel…