Fine-Tuning Gemma 4 on an 8 GB RTX 3050: Slow, Low End and Still Viable
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady This article provides a step by step guide to fine-tunin…
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Compline: The Radical Laziness of Sleep — Building an Offline Gothic Sanctuary with Gemma 2, a Real-Time 3D Astrolabe, and Vinyl Crackle
This is my submission for the Hacktoberfest Open-Source AI Challenge, Week 3: Slow and Steady . 🦥 I'm Arnav, from Bengaluru. For Week 1's "Touch Gra…
Receipt Sloth: let Gemma file it, I'll get to it eventually
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady What I Built Receipt Sloth turns a folder of receipt tex…
RepoSage: Local-First GitHub Audits with Open-Weight Gemma 4 & Anti-Hallucination Gates
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady What I Built Most software developers genuinely want tho…
Nightbrief — two lines in the morning, Gemma overnight
Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady Submission 🦥 This is a submission for the Hacktoberfest Open-Source AI Challenge: Wee…
ItemPilot: Turning Product Photos into Buyer-Focused eBay Listings with Local AI 🚀
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built I built ItemPilot , a local AI-powered eBay Lis…
StockEntry Guard: Local Gemma-Powered Product Onboarding for Small Retailers
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built I built StockEntry Guard , a local AI-assisted…
[Boost]
ListingForge: a local Gemma tool that drafts shop listings from product photos Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission…
SoloDesk Intelligence: An AI-Powered Project Management Tool for Freelancers
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built SoloDesk Intelligence is a project management a…
StartupSense AI — Validate Your Startup Idea & Generate Pitch in 60 Seconds
💡 Inspiration Most founders waste weeks or months building in the dark before finding out if anyone actually wants their product. For the hackathon,…
The rewritten prompt lost on the lines it had not seen
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle . devchallenge #hf26challenge #gemma What I built A bookkeep…
Do Drafters Work on Small Models? Gemma 4 E2B and E4B on Two Small GPUs
This article provides a step by step guide to serving Gemma 4 E2B and E4B with Google's QAT assistant drafters through llama.cpp's speculative decod…
Listing Writer: a 270M Gemma in your browser that writes eBay listings that sell
What I built Listing Writer is a single-page web app that turns a 30-second item description into a polished eBay / Facebook Marketplace listing. Yo…
Gemma 4's MTP Drafter, Explained: Speculative Decoding and a 4-Bit Drafter at 60% of the Size
This article provides a step by step introduction to speculative decoding with Gemma 4's multi-token prediction (MTP) drafter, served by llama.cpp o…
LedgerLens Enterprise: Confidential Freelance Audit and Discrepancy Engine
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built Independent software engineers, technical consu…
EmbeddingGemma 2 on Cloud Run: an int8 CPU Service Against an NVIDIA L4
This article provides a step by step deployment guide for EmbeddingGemma 2 text embeddings to Google Cloud Run, on a CPU-only instance and on an NVI…
Earshot: a walking guide that lives in your pocket (Gemma on-device, no signal needed)
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass What I Built Every "explore your city" app I've used has the…
Name it, then look up: a field guide where the phone's job ends after one photo
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass Most nature apps have the same quiet problem. You see a bird…
I walked an hour for 30 cents: Gemma plans litter walks that end at a deposit machine
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass At 18:27 on Sunday, a machine at Lidl in Galway printed me a…
Outside Hour: a local Gemma model that wants you off your phone in 60 seconds
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass What I Built Most "get outside" apps want one more scroll. O…
I Built a Pokédex for My Neighbourhood - Because “Go Outside” Needed Better Instructions 🌿
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass What I Built “Okay, I should go outside.” Then comes the sur…
Turn your neighborhood into a daily adventures map with a cozy AI companion 🌸
Meet Outside.exe: an offline-first app that intercepts your screen time, uses Gemma to generate a custom real-world quest, and rewards you with a ha…
What If Our Desktop Had Its Own Little AI Companion? Meet Luna
This is a submission for the MLH x DEV Writing Challenge Meet Luna 🐱 What I Built My husband and I have always liked those little animated desktop p…
I Tested a Local Gemma Plant Guide. It Got the Sunflower and Missed the Lily
I wanted an excuse to look at plants instead of my phone. Wander is a plant guide where the phone's job is small: take one photo, get one answer, as…
Voice2Note: I spoke to a ring for four hours, and the phone misheard me
This is a submission for the Hacktoberfest Open-Source AI Challenge: Week 1, "Touch Grass" What I Built I wore a Pebble Index 01 , a ring with one b…
Touch Grass Tales: go for a walk, come back with a picture book
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass What I Built Touch Grass Tales turns a short walk into an il…
Trail Journal: an offline nature walk companion built on Gemma
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass What I Built Trail Journal is a small two-script tool that p…
Google releases a new local-first Granola competitor
Google’s new AI Edge Foresight app takes on Granola with an offline meeting note-taker that can transcribe conversations, generate notes, and answer…
🚶 WalkQuest AI — Turning Screen Time Into Outdoor Time with Gemma
🌿 What I Built For the Hacktoberfest Open-Source AI Challenge — Week 1, I built WalkQuest AI, a simple AI-powered outdoor activity planner. The idea…
🛡️ DecisionShield: An AI That Audits Your Decision Before You Make It
Don't ask AI what to choose. Ask AI if you're ready to choose. We use AI every day to make decisions. Which technology should we use? Should we migr…