CampusClaim

Receipt-to-reimbursement for campus events: fine-tune Gemma 4 vision on SROIE, compare plain vs LoRA, Gradio claim draft.

• Winner · Theme 3: Fine-Tuning Gemma
• Best Open-Source AI Project
• Winner · Best Use of Gemma 4

Orynth -An AI-powered contributor guide that uses RAG and Gemma to explain GitHub repositories with source citations, transparent evidence, and step-by-step onboarding.

• 2nd Place · Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

TEAM MARIO

• 3rd Place · Theme 01: Open Model Evaluation

Receipt to Expense

• 2nd Place · Theme 3: Fine-Tuning Gemma
• Best Use of Gemma 4

Project - X

• Winner · Best Open-Source AI Project
• Winner · Theme 01: Open Model Evaluation

Campus-mitra

• 3rd Place · Theme 2: RAG Application with Gemma
• Best Use of Gemma 4

Campus Mithra1

• Winner · Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

ReceiptAI — Intelligent Receipt Understanding

• 3rd Place · Theme 3: Fine-Tuning Gemma
• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Theme 01: Open Model Evaluation
• Best Use of Gemma 4

Open Model Evaluation 4

• 2nd Place · Theme 01: Open Model Evaluation

project don't know

• Theme 3: Fine-Tuning Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

open_source_contributor

• Theme 2: RAG Application with Gemma

ChatRoman:Regional languages to Roman Script

• Theme 3: Fine-Tuning Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

Open Model Evaluation - CYPHERS06

• Theme 01: Open Model Evaluation

CampusRules.Ai

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

mitigating location spoofig

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project

AI MODEL EVALUATION CYBER NINJA 1

• Theme 01: Open Model Evaluation

CampusCompass AI – Your Intelligent Campus Assistant

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

Namma Speak

• Theme 3: Fine-Tuning Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

MODEL EVALUATION

• Best Open-Source AI Project
• Theme 01: Open Model Evaluation
• Best Use of Gemma 4

TEAM GO MARIO

• Theme 3: Fine-Tuning Gemma
• Best Open-Source AI Project
• Theme 01: Open Model Evaluation
• Best Use of Gemma 4

OPEN_SOURCE_CONTRIBUTOR1

• Theme 2: RAG Application with Gemma

Team Izanagi (Contributor Guide)1

• Theme 2: RAG Application with Gemma

2B-Open-Source Contributor Guide

• Theme 3: Fine-Tuning Gemma
• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Theme 01: Open Model Evaluation
• Best Use of Gemma 4

Open Model Evaluation Astrax

• Theme 01: Open Model Evaluation
• Best Use of Gemma 4

Open Model Evaluation: Team AstraX

• Best Use of Gemma 4

Team Izanagi (Contributor Guide)

• Theme 2: RAG Application with Gemma

Ai Powered Receipt InfoExtract

• Theme 3: Fine-Tuning Gemma

Open Model Evaluation Scorecard

• Theme 01: Open Model Evaluation

AI MODEL EVALUATION cyber Ninja2

• Theme 01: Open Model Evaluation

Model Evaluation For 5 Different Model

• Theme 01: Open Model Evaluation

RAG_FoR

• Theme 3: Fine-Tuning Gemma
• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Theme 01: Open Model Evaluation
• Best Use of Gemma 4

Open-source-Contributer

• Theme 2: RAG Application with Gemma

EVALUATION OF LLMS

• Theme 01: Open Model Evaluation

AI Model Evaluation cyber ninja 3

• Theme 01: Open Model Evaluation

Bill Reader

• Theme 3: Fine-Tuning Gemma

MODEL_EVALUATION

• Theme 01: Open Model Evaluation

Open Model Evaluation: Team AstraX 1

• Theme 01: Open Model Evaluation
• Best Use of Gemma 4

Open Model Evaluation:Astra x 2

• Theme 2: RAG Application with Gemma

MODEL_EVALUTION

• Theme 01: Open Model Evaluation

zeroTrace1

• Theme 2: RAG Application with Gemma

Campus Regulations Assistant

• Theme 2: RAG Application with Gemma

CampusRule.AI

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

Model evaluation1

• Best Open-Source AI Project
• Theme 01: Open Model Evaluation
• Best Use of Gemma 4

CampusClaim3

• Theme 3: Fine-Tuning Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

CampusClaim1

• Theme 3: Fine-Tuning Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

CampusClaim2

• Theme 3: Fine-Tuning Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

Evaluating Open-Weight AI models

• Best Open-Source AI Project
• Theme 01: Open Model Evaluation
• Best Use of Gemma 4

ZYRO

• Theme 2: RAG Application with Gemma

CampusClaim4

• Theme 3: Fine-Tuning Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

Open bridge

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

Ai-Powered Receipt InfoExtract

• Theme 3: Fine-Tuning Gemma

Can We Trust AI With Our College Doubts?

• Theme 01: Open Model Evaluation

Openbridge

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

OPEN SOURCE AI EVALUATION PROJECT

• Best Open-Source AI Project
• Theme 01: Open Model Evaluation
• Best Use of Gemma 4

MODEL EVALUATION2

• Best Open-Source AI Project
• Theme 01: Open Model Evaluation
• Best Use of Gemma 4

RAG_FOR2

• Theme 3: Fine-Tuning Gemma
• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Theme 01: Open Model Evaluation
• Best Use of Gemma 4

Opensource navigator

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

Gemma4 CodeMix

• Theme 3: Fine-Tuning Gemma

RAG_FOR1

• Theme 3: Fine-Tuning Gemma
• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Theme 01: Open Model Evaluation
• Best Use of Gemma 4

Gemma4 CodeMix3

• Theme 3: Fine-Tuning Gemma

CampusBridge AI

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

CodeMixBridge

• Theme 3: Fine-Tuning Gemma

CampusRules.AI 1

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

CAMPOUSBRIDGE AI

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

CAMPUS REGULATION ASSISTANT

• Theme 2: RAG Application with Gemma

Campus Mithra

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

CampusRule.AI 2

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

RAG_FOR_2

• Theme 3: Fine-Tuning Gemma
• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Theme 01: Open Model Evaluation
• Best Use of Gemma 4

OpensSource Navigator-2

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

OpenSource Navigator-3

• Theme 2: RAG Application with Gemma

OpenSource Navigator-1

• Theme 2: RAG Application with Gemma

Open Model Evaluation - CYPHERS07

• Theme 01: Open Model Evaluation

PROJECT DON'T KNOW 3

• Theme 3: Fine-Tuning Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

GENESIS

• Theme 01: Open Model Evaluation

ZeroTrace 2

• Theme 2: RAG Application with Gemma

Open source evaluation - team cyphors09

• Theme 01: Open Model Evaluation

ZeroTrace 3

• Theme 2: RAG Application with Gemma

PROJECT DON'T KNOW 2

• Theme 3: Fine-Tuning Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

RAG Application with Gemma

• Theme 2: RAG Application with Gemma
• Best Use of Gemma 4

CONTRIBGUIDE AI

• Theme 2: RAG Application with Gemma

Model evaluation4

• Best Open-Source AI Project
• Theme 01: Open Model Evaluation
• Best Use of Gemma 4

Campus Assistant

• Theme 2: RAG Application with Gemma
• Best Use of Gemma 4

CampusComply

• Theme 2: RAG Application with Gemma

MODEL EVALUATION3

• Best Open-Source AI Project
• Theme 01: Open Model Evaluation
• Best Use of Gemma 4

Campus regulation assessment

• Theme 2: RAG Application with Gemma

Receipt to Expense 3

• Theme 3: Fine-Tuning Gemma
• Best Use of Gemma 4

Zerotrace5

• Theme 2: RAG Application with Gemma

Open Model Evaluation -cypher08

• Theme 01: Open Model Evaluation

CampusRule.Ai 1

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

RAG Application using gemma1

• Theme 2: RAG Application with Gemma

Campus mitra

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

Gemma4 CodeMix2

• Theme 3: Fine-Tuning Gemma

Gemma4 CodeMix1

• Theme 3: Fine-Tuning Gemma

Receipt to Expense 2

• Theme 3: Fine-Tuning Gemma
• Best Use of Gemma 4

RAF_FOR33

• Theme 3: Fine-Tuning Gemma
• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Theme 01: Open Model Evaluation
• Best Use of Gemma 4

CAMPUSRULES.AI1

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

RAG Application using Gamma3

• Theme 2: RAG Application with Gemma

RAG application using Gemma4

• Theme 2: RAG Application with Gemma

Campus Regulations Assist

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

Theme 1: Open Model Evaluation – AI Model Benchmark & Scorecard

• Theme 01: Open Model Evaluation

OpenGuide AI

• Theme 2: RAG Application with Gemma

RAG Application with Gemma(Open-Source Contributor Guide)

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

soft coder1

• Theme 2: RAG Application with Gemma
• Best Use of Gemma 4

RAG APPLICATION USING GEMMA2

• Theme 2: RAG Application with Gemma

soft coder

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

soft coder2

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

soft coder3

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

RECEIPT TO EXPENSE 5

• Theme 3: Fine-Tuning Gemma
• Best Use of Gemma 4

Receipt to Expense-4

• Theme 3: Fine-Tuning Gemma
• Best Use of Gemma 4

RAG application using gemma ai module

• Theme 2: RAG Application with Gemma

Campus Compass

• Theme 2: RAG Application with Gemma

open source chatbot assistant

• Theme 2: RAG Application with Gemma

ContribGuide..AI

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

RepoMind

• Theme 2: RAG Application with Gemma

RECEIPT LENS 1

• Theme 3: Fine-Tuning Gemma
• Best Use of Gemma 4

RepoMind1

• Theme 2: RAG Application with Gemma

DON'T KNOW 1

• Theme 3: Fine-Tuning Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

Receipt Lens

• Theme 3: Fine-Tuning Gemma
• Theme 01: Open Model Evaluation

RepoMind2

• Theme 2: RAG Application with Gemma

Receipt Lens 2

• Theme 3: Fine-Tuning Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

Open Source Chat Bot Assistent

• Theme 2: RAG Application with Gemma

ReceiptAI — Intelligent Receipt Understanding..

• Theme 3: Fine-Tuning Gemma
• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Theme 01: Open Model Evaluation
• Best Use of Gemma 4

ReceiptAI — Intelligent Receipt Understanding.

• Theme 3: Fine-Tuning Gemma
• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Theme 01: Open Model Evaluation
• Best Use of Gemma 4

OpenSource Buddy AI

• Theme 2: RAG Application with Gemma

ReceiptAI—Intelligent Receipt Understanding

• Theme 3: Fine-Tuning Gemma
• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Theme 01: Open Model Evaluation
• Best Use of Gemma 4

RECEIPT LENS 3

• Theme 3: Fine-Tuning Gemma
• Best Use of Gemma 4

OPEN SOURCE CHAT BOT ASSISTANT

• Theme 2: RAG Application with Gemma

RECEIPT LENS 4

• Theme 3: Fine-Tuning Gemma

RECEIPT LENS 5

• Theme 3: Fine-Tuning Gemma
• Best Use of Gemma 4

RAG Application With Gemma1

• Theme 2: RAG Application with Gemma
• Best Use of Gemma 4

OPEN SOURCE Contributer guide

• Theme 2: RAG Application with Gemma

CivicLens

• Theme 2: RAG Application with Gemma

CampusGuide AI — Smart College Assistant

• Theme 2: RAG Application with Gemma

PEN-MODEL-EVALUANTION-THE-CHOSEN-ONE 2

• Theme 01: Open Model Evaluation

contribcompass

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

BAATHCHEETH

• Theme 3: Fine-Tuning Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

CivicLens AI

• Best Use of Gemma 4

Civic lens

• Theme 2: RAG Application with Gemma

BillSense

• Theme 3: Fine-Tuning Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

Batcheet

• Theme 3: Fine-Tuning Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

Open-Source Contributor Guide

• Theme 3: Fine-Tuning Gemma
• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Theme 01: Open Model Evaluation
• Best Use of Gemma 4

MIXMATE-AI

• Theme 3: Fine-Tuning Gemma

BAATHCHEET

• Theme 3: Fine-Tuning Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

Civic lensm

• Theme 2: RAG Application with Gemma

BOLOBETTER

• Theme 3: Fine-Tuning Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

Billsense1

• Theme 3: Fine-Tuning Gemma

contribcompass1

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project

BillSense2

• Theme 3: Fine-Tuning Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

OPEN-MODEL-EVALUANTION-THE-CHOSEN-ONE

• Best Use of Gemma 4

BillSense3

• Theme 3: Fine-Tuning Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

OPEN-MODEL-EVALUANTION-THE-CHOSEN-ONE1

• Best Use of Gemma 4

Model Evaluation-geeks squad

• Theme 01: Open Model Evaluation

team clt alt elite

• Best Open-Source AI Project
• Best Use of Gemma 4

BillSense4

• Theme 3: Fine-Tuning Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

contribcompass88

• Theme 2: RAG Application with Gemma
• Best Use of Gemma 4

contribcompass3

• Theme 3: Fine-Tuning Gemma
• Best Use of Gemma 4

contribcompass8

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

ReceiptAI: Fine-Tuned Gemma 4 for Receipt Extraction

• Theme 3: Fine-Tuning Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

Fine-tuned-Receipt-model

• Theme 3: Fine-Tuning Gemma
• Best Use of Gemma 4

cooked.exe1

• Theme 3: Fine-Tuning Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

Student-chatbot1

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

HAUNT.exe

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

Student-chatbot

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

OPEN MODEL EVALUATION

• Theme 01: Open Model Evaluation
• Best Use of Gemma 4

studentchatbot

• Theme 2: RAG Application with Gemma
• Best Use of Gemma 4

Vibe coder's model evaluation

• Theme 01: Open Model Evaluation

Vibe coder's modal evaluation

• Theme 01: Open Model Evaluation

Vibe coder's model-evaluation

• Theme 01: Open Model Evaluation

Vibe coder's modelevaluation

• Theme 01: Open Model Evaluation

Vibe coder's .model evaluation

• Theme 01: Open Model Evaluation

Vibe coder's model..evaluation

• Theme 01: Open Model Evaluation

Campus_Regulations_Assistant

• Theme 3: Fine-Tuning Gemma
• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Theme 01: Open Model Evaluation
• Best Use of Gemma 4

2A Campus Regulations Assistant

• Theme 3: Fine-Tuning Gemma
• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Theme 01: Open Model Evaluation
• Best Use of Gemma 4

OPEN-MODEL-EVALUANTION-THE-CHOSEN-ONE7

• Best Use of Gemma 4

OPEN MODEL EVALUATION -2

• Theme 01: Open Model Evaluation
• Best Use of Gemma 4

HAUNT3.exe

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

HAUNT5.exe

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

HAUNT4.exe

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

HAUNT2.exe

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4

RepoLens

• Theme 2: RAG Application with Gemma

Open model evaluation 1

• Theme 01: Open Model Evaluation
• Best Use of Gemma 4

OPEN MODEL EVALUATION.

• Theme 01: Open Model Evaluation

Campus Regulations Assistant: answer students' questions about college rules, using official handbooks and regulations, with document and page citations

• Theme 2: RAG Application with Gemma

OPEN MODEL EVAULUATION 8

• Theme 01: Open Model Evaluation

SSAHE Campus Regulations Assistant

• Theme 2: RAG Application with Gemma
• Best Open-Source AI Project
• Best Use of Gemma 4