# 🇰🇷 Korea AI Ecosystem at a Glance! Hugging Face Heatmap Leaderboard
Hello! 👋
We're excited to announce the **Heatmap Leaderboard** that visualizes Korean AI organizations' activities on Hugging Face **at a glance**!
## 🎯 Key Features
**📊 Real-time Activity Tracking** - 94 unique colors for each organization - Daily commit activity heatmap visualization - Easy comparison of total contributions by organization
**🏢 Featured Organizations** - 🦁 Major Enterprises: Samsung, Naver, Kakao, SKT, LG AI, NCSOFT - 🚀 Startups: VIDraft, Upstage, Moreh, OnomaAI, GINIGEN, GINIPICK - 💡 Community: openfree, aiqcamp, cutechicken, kolaslab, seawolf2357, and more
**🎨 Technical Highlights** - Golden Ratio-based color distribution algorithm - Built with Next.js + TypeScript + Bun - Real-time data fetching
## 🔥 Why We Built This?
Visualizing Korea's AI community contributions on Hugging Face to understand: - 🌟 Who's most actively contributing - 📈 Trends over time - 🤝 Collaboration and competition landscape
🍌 Huggwarts Banana - Nanobanana + Long-form Text Rendering Add-on
🎯 The Critical Flaw in Nanobanana Google's Nanobanana is excellent, but has one critical weakness: Long-form text rendering breaks easily. Huggwarts Banana = Nanobanana + Long-form Text Rendering Add-on
🎨 + Our Add-on Enhancement 100% Backward Compatible - Use it exactly like Nanobanana!
🚀 Extended Features 📌 1. Perfect Long-form Text Rendering
Natural line-breaking for lengthy sentences Full multilingual support (Korean, English, Japanese, Chinese, etc.) Complex character combinations (double consonants, compound vowels, special symbols) handled flawlessly Mixed emoji 😊 and special characters ♥ 8 optimized fonts
🎬 2. Auto Image-to-Video Conversion One-click video generation Up to 12 seconds video length Auto-applied effects: fade-in, zoom, slide transitions SNS-optimized formats: 9:16 (Reels), 1:1 (Feed), 16:9 (YouTube)
🎨 3. Advanced Text Effects Gradient colors: rainbow to subtle color transitions Shadow effects: 3D depth perception Neon glow: eye-catching luminous text Custom backgrounds: AI-generated or custom upload
🎯 5. Smart Model Selection Automatic optimal model selection Text-focused vs. Image-focused modes Reference image support High-resolution output (up to 4096x4096)
🌱 Darwin-Qwen3-4B Released! We are excited to introduce the first achievement of the Darwin Project. We have evolved an embryonic model that simultaneously inherits the strengths of both non-reasoning models and reasoning models based on Qwen3-4B, creating a new offspring model.
✅ Benchmarking results confirm that the traits and advantages of both parent models are fully reflected. ✅ We are releasing Darwin-Qwen3-4B on Hugging Face.
🔬 Technical Specifications
Model Configuration -Base Architecture: Qwen3-4B -Parent Model 1: Qwen/Qwen3-4B-Instruct-2507 -Parent Model 2: Qwen/Qwen3-4B-Thinking-2507 -Merge Algorithm: Darwin A2AP Enhanced v3.2 -Optimization Method: Evolutionary Algorithm with Adaptive Fitness
📊 Technical Innovations 1. Automated Model Merging Automatic exploration of optimal merge ratios without manual hyperparameter tuning Architecture-aware parameter alignment Late-stage performance optimization
2. Cost Efficiency Creation of new models at 1/10,000 the cost of foundation model training Repeatable experimental process
🔮 Significance and Outlook Darwin-Qwen3-4B demonstrates a new model creation paradigm: "Foundation A + Foundation B = Foundation A×B+C". This represents:
-Instant Domain Fusion: Immediate integration of models with different characteristics -Sustainable AI Development: Reduced environmental burden through existing model recycling -Democratized AI Research: Small research teams can create new models
🔄 GitHub ↔️ HuggingFace Bidirectional Repository Converter + AI Auto Interface Generation
🎯 Three Magic Features in One Click Move GitHub repositories to HuggingFace Spaces and Spaces back to GitHub freely, while AI automatically creates web interfaces for you.
🧠 AI Perfectly Understands Your Code Project DNA Analysis When you upload a repository, AI scans the entire structure. It comprehensively analyzes dependencies in requirements.txt, descriptions in README, code patterns, and model files to understand the essence of your project. Auto-Generated Custom Interface Computer vision projects transform into image upload and visualization interfaces, NLP projects into text input and generation options, audio projects into recording and waveform displays. Not templates, but optimized custom UI for your project. LLM Fine-tunes Every Detail Fireworks AI's large language model carefully configures parameter slider ranges, input validation, error handling, and result formatting. The demo looks as polished as if an experienced developer created it. 🔄 The Power of Bidirectional Conversion GitHub to HuggingFace A model completed on GitHub in the morning becomes a live web demo shared at lunch. AI automatically generates the Gradio interface, eliminating the need for separate frontend development. HuggingFace to GitHub Code experimented and improved in Spaces exports to GitHub for version control in the evening. Collaborate with team members through PRs and connect to CI/CD pipelines.
💡 Experience the Real Conversion Magic 🚀 AI Smartly Resolves Dependency Conflicts ✨ Real Automation That Saves Developer Time
🎬 You develop, AI deploys and demos! Move freely between GitHub and HuggingFace, showcasing your projects with perfect AI-generated interfaces 🚀
Send generated image to video tab Set animation style Generate video!
💡 Use Cases
🏞️ Transform landscape photos into artistic masterpieces 🤖 Bring static images to life 🎨 Mix styles from two different images 📱 Create short videos for social media
⚡ Tech Stack Google Nano Banana Stable Video Diffusion Gradio Replicate API
🎉 Finally, Google's Nano Banana AI is available for everyone - absolutely FREE!
🎯 Choose Your Perfect Version! 🌟 Free Nano Banana - For Everyone Transform images with AI - It's that simple!
🚀 Start in 3 Seconds 1️⃣ Click Here 2️⃣ Upload Image 3️⃣ Enter Style → Done! ✨ No Sign-up ❌ | No Payment ❌ | No Ads ❌ | Just Free ⭕
📸 Simple drag & drop upload ✏️ Describe styles in any language ⚡ Results in under 30 seconds 🎨 Perfect for SNS, blogs, presentations
👉 Start Now: openfree/Free-Nano-Banana 🔍 Nano Banana Upscale - For Designers Professional high-resolution output when you need it!
🖼️ 4x resolution upscaling (Real-ESRGAN) 🎯 Optimized for print & large displays 💎 Premium quality with preserved details 📐 Professional quality without Photoshop
🔧 Instant RESTful API integration 📦 Python, JS, Java code examples included ⚙️ Batch processing & automation support 🚀 Unlimited usage with free API key
👉 Get API Access: aiqtech/Nano-Banana-API 🔗 Powered by Google's Official Model via Replicate API! 📌 100% Transparent Open Source ✨ We've integrated directly with Google's official Nano Banana model through Replicate API!
🔓 Full source code available on GitHub 📝 Complete Gradio interface implementation 🛠️ Detailed Replicate integration documentation 🎯 Fork and create your own version anytime
🚀 Start Your Journey Today! Democratizing AI Technology - Built Together by the Community 💜 Made with ❤️ by Openfree AI Community All code is open source. Let's grow together!
🎉 Fashion Fit 360: The New Standard in AI Virtual Try-On!
🚀 Now Live and Free to Use!Say goodbye to online shopping uncertainty - "Will this look good on me?" - with our revolutionary solution!Fashion Fit 360 is a cutting-edge AI-powered virtual fitting service that transforms your fashion shopping experience.
✨ Core Features 🔄 360-Degree Multi-Pose Generation Transform a single front-facing photo into 6 different viewing angles! Front, side, and back views for complete visualization Experience a real fitting room mirror effect Check fit and style from every perspective
🎯 Perfect For: 🛍️ Online Shopping Enthusiasts: Preview before purchase - zero return hassles! 💍 Jewelry Lovers: Virtually try expensive pieces before investing 🎁 Thoughtful Gift-Givers: Test items on recipient photos beforehand 👔 Business Professionals: Preview suit and tie combinations 👗 Fashion Designers: Rapidly visualize design samples
💡 Why Fashion Fit 360?Fashion Fit 360 delivers innovation beyond conventional services.While most virtual fitting platforms only support clothing, we offer complete support for 15 accessory types. Unlike competitors providing only front views, Fashion Fit 360 generates 6 poses for true 360-degree visualization, ensuring you can verify actual fit perfectly.Performance is unmatched - get results in under 20 seconds with one-click simplicity and no complex configurations. Plus, download all generated images as a convenient ZIP file, eliminating tedious individual saves.
🔥 Key Differentiators 🎨 360-Degree Multi-Pose Image Generation 🤖 FLUX.1-Fill based OmniTry integrated model with Flux.1 KONTEXT LoRA technology
🔒 Ansim Blur: Privacy-First Face Blurring for the AI Era
🚨 The Privacy Crisis is Now Smart CCTVs 📹, delivery robots 🤖, and autonomous vehicles 🚗 are everywhere. Your face is being captured, transmitted, and stored without your knowledge or consent.
The privacy threat is real: 24/7 surveillance cameras recording your every move Companies harvesting facial biometric data at scale Your face becoming a commodity without your permission
💡 The Solution: Ansim Blur Real-time face anonymization powered by YOLOv8 🎯 ✅ Process images, videos, and live streams ✅ Automatic GPU/CPU detection for universal deployment ✅ Choose between Gaussian blur or mosaic pixelation ✅ Fine-tune detection sensitivity for your needs ✅ Preserve audio tracks in video processing 🛡️ Real-World Applications Enterprise Use Cases
Privacy compliance for robotics and drone footage CCTV feed anonymization for regulatory requirements Customer data protection in retail analytics
Personal Protection
Anonymize bystanders before sharing content online Protect family members' privacy in shared videos Avoid portrait rights issues in content creation
🌍 Why This Matters "Face blurring will become mandatory for all public-facing cameras" With GDPR in Europe, CCPA in California, and similar regulations worldwide, biometric data protection is becoming non-negotiable. Soon, every camera-equipped system will require built-in face anonymization capabilities. 🤝 Join the Movement Why open source? Because privacy isn't a premium feature—it's a fundamental right.
As technology advances, so must our commitment to privacy protection 🛡️
🤖 Global AI News Stream - 100% Unmanned AI News Automation Platform
🚀 Fully Automated News Generation with Just One Keyword! Link: openfree/News-AI
🎯 Incredibly Simple: Just Enter a Keyword or URL! ✨ One Input, Complete Automation! ✨ Simply enter one keyword or one URL, and the system springs into action! 🚀 From web crawling to AI analysis, article writing, image generation, and auto-publishing - everything happens automatically. Examples:
💬 Type "GPT-5" → Instant GPT-5 news article generation! 🔗 Paste "https://openai.com/blog/..." → Auto-extracts keywords from URL and creates related articles! 🎯 Enter "Tesla Bot" → Latest Tesla Bot developments instantly generated!
💎 Key Features - One Input, Everything Done! 🔍 Smart Keyword/URL Processing Just type a keyword or paste any website URL! The system automatically extracts core keywords and gathers all relevant information to generate complete news articles. For URLs, it intelligently parses keywords from domains and paths.
🕷️ Instant Web Crawling Based on your keyword or URL input, Brave Search API kicks in immediately! It collects real-time global AI news and automatically filters HOT news with relevance scores above 90 🔥 Just sit back and watch!
🧠 AI Analysis Starts Instantly Within 3 seconds of keyword input, NLP analysis begins! It automatically analyzes collected data, verifies credible sources, and selects only the most relevant information. No complex setup needed - just your keyword!
✍️ One-Click Article Generation Hit the "🔎 Generate Article" button and everything starts! Fireworks AI's GPT models create professional, natural articles based on your keyword. 500-800 words of polished content generated automatically.
🎨 Custom Image Auto-Generation Flux-schnell AI automatically creates images perfectly matched to your keyword! High-quality visuals are generated automatically, tailored to the article category and content - no additional input needed.
🤖 AI-Generated 6-Nation Military Simulator in a Single HTML File
🚀 Project Highlight A full-scale military strategy simulator that runs in a single HTML file! This AI-generated wargame implements real military equipment and tactical doctrines from 6 nations (🇰🇷,🇰🇵,🇺🇸,🇷🇺,🇺🇦,🇨🇳) using pure JavaScript only, without any external libraries.
📁 Single File Magic One-Click Launch: Just open the HTML file and play instantly Zero Dependencies: No npm, webpack, or external libraries Pure Vanilla JS: Implemented with Canvas API only, no frameworks All-in-One: Rendering, physics engine, AI, and UI in a single file
🎮 Advanced Features AI Implemented ✅ Perlin Noise terrain generation algorithm ✅ Marching Squares contour rendering ✅ Lanchester combat equations ✅ A* pathfinding algorithm ✅ Real-time Line of Sight (LOS) calculations ✅ 40-second battlefield sound loop 🎖️ Implemented Military Systems 🔥 Real Weapon Systems from 6 Nations (100+ Units)
Real tanks: K2 Black Panther, M1A2 Abrams, T-90M Attack helicopters: Apache, Ka-52, WZ-10 MLRS systems: HIMARS, Chunmoo, BM-21 Grad Actual performance specs for each nation's unique equipment
⚔️ Realistic Combat Mechanics
Urban Warfare: 70% damage reduction for defenders, 2.5x road mobility Mountain Combat: 20% range bonus from high ground, ridge defense bonus Encirclement: Instant victory with 4+ units from 3+ directions Real-time Combat: 10 engagement calculations per second
📊 Technical Achievement of AI-Generated Code javascript// Everything in a single file!
🏆 New Standard for AI Wargame Generation This project proves that AI can auto-generate complex military simulations in a single HTML file. It implements all core mechanics of AAA strategy games using pure JavaScript without any external dependencies.
🎨 Open Nano-Banana: Revolution in Ultra-Fast AI Image Editing!
🚀 Introduction **Open Nano-Banana** is an innovative image editing tool based on the Qwen-Image-Edit model. Experience amazing quality image editing in just 8 steps!
🧬 DNA Diffusion Suite: AI-Powered Revolution in Life Science Research
🚀 Transformative Innovation Through AI Technology DNA Diffusion Suite is a next-generation platform that leverages cutting-edge Diffusion models to generate biologically meaningful DNA sequences. By reducing sequence design time from weeks to mere seconds, we're revolutionizing research productivity and accelerating scientific discovery.
💡 Real-World Benefits of AI Technology 🎯 Research Acceleration
Instant Hypothesis Testing: Pre-validate experimental designs with AI-generated sequence variants Cost Reduction: Test hundreds of sequences virtually before expensive synthesis Time Efficiency: 1000x faster sequence generation compared to manual design
🧠 Intelligent Sequence Optimization
Cell-Type Specific Learning: AI trained on real ChIP-seq data from K562, GM12878, and HepG2 cells Context-Aware Generation: Fine-tune biological context with precision Guidance Scale control Automated Pattern Discovery: Detect complex sequence motifs that humans might miss
📈 Educational Innovation
Real-Time Feedback: Students see immediate results while learning DNA structure and function Unlimited Practice: Endless experimentation without cost constraints Visual Understanding: Transform abstract concepts into tangible 3D experiences
Automatic Fallback: Seamless CPU mode switching in non-GPU environments Robust Error Recovery: Comprehensive exception handling ensures service continuity Auto-Scaling: Leveraging Hugging Face Spaces infrastructure for dynamic scaling
🌐 Cloud-Native Architecture
Containerized: Docker-based consistent deployment environment Microservices: Independent module updates without system downtime RESTful API: Seamless integration with external systems
✨ HairPick | Preview Your Perfect Hair Transformation in 360° ✨
🎊 Free Trial for Hugging Face Launch! Hurry! ⏰ Hello! Introducing an innovative AI service that helps you choose the perfect hairstyle without any regrets before visiting the salon!
🔄 What Makes HairPick Special? 360° Complete Preview! Other hair simulators only show the front view? 😑
HairPick is different! ✅ Front + 4 random angles = Total 5 multi-angle images generated ✅ Perfect check from side profile 👤 diagonal 📐 back view 👥! ✅ 100+ trendy hairstyle library 💇♀️
💡 Highly Recommended For: 🎯 "I really don't want to fail this time!" → Check side volume and back lines thoroughly 🎯 "It's hard to explain exactly to my stylist" → Perfect communication with 360° result images! 🎯 "I have a profile photo/photoshoot coming up" → Preview your best look from every angle 🚀 Super Simple Usage (Just 1 Minute!)
1️⃣ One Selfie 📸 Take a front-facing photo in bright light (show your forehead and face outline clearly!) 2️⃣ Choose Your Style 💫 Select from 100+ options: short cuts, medium, long hair, layered, bangs, and more 3️⃣ Check 360° Results 🔄 Compare front + side + back + diagonal angles all at once! 4️⃣ Go to the Salon! ✂️ Save your favorite result → Show it to your stylist
📸 Pro Tips for Perfect Results! 💡 Lighting: Natural light or bright, even indoor lighting 💡 Angle: Camera at eye level, facing straight ahead 💡 Preparation: No hats❌ No sunglasses❌ Hair tucked behind ears⭕
🎁 Now's Your Chance! "The era of deciding based on front view only is over!" HairPick isn't just simple hair synthesis, it's a next-level AI hair simulator that predicts your actual appearance in 360°.
🔥 Limited free access for Hugging Face launch! 🔥 100+ latest trend styles! 🔥 ZERO failures with 360° perfect prediction!
✂️ Click before you cut! Take on the perfect hair transformation with HairPick! 🌟
🎨 AI Webtoon Creation Platform: Turn Your Ideas into Reality!
🌟 Two Powerful Tools, One Perfect Workflow 📖 Webtoon Generator ginigen/AGI-WebToon-KOREA "Transform Your Ideas into 40-Episode Masterpieces" ✨
Automated Story Planning 🎬 One-line idea → Complete 40-episode structure Automatic cliffhangers for each episode Customized storytelling for 9 different genres
Consistent Character Design 👥 Maintains consistent character appearance throughout Memorable and distinctive character visuals Automatic character generation system
Instant 30-Panel Storyboard 🎞️ Auto-placement of dialogue, narration, and sound effects Cinematic shot composition (close-ups, wide shots, etc.) Vertical scroll format optimized for webtoons
🖌️ Editing Studio ginigen/webtoon-studio "Professional Finishing Touch for Your Generated Webtoons" 🎯
Intuitive Drag & Drop ✏️ 10 speech bubble styles (normal, thought, shout, whisper...) 12 Korean fonts for emotional expression Real-time preview & editing
Professional-Grade Finishing 💎 Image sequence adjustment & spacing control Individual panel refinement Publication-ready final export
💡 Who Should Use This? 🏢 Corporate Marketing Teams Product Launch Campaigns 📱: Turn complex features into engaging stories Brand Storytelling 🎯: Make corporate messages approachable and shareable
👨🎨 Content Creators Aspiring Artists 🌱: Create webtoons without drawing skills Professional Writers ⚡: Transform scripts into visual narratives instantly
🚀 Why Use Both Tools Together? Perfect 3-Step Workflow: 1️⃣ Generate → Input idea, get complete storyboard 2️⃣ Customize → Add branding, adjust dialogue, insert logos 3️⃣ Publish → Export and share across all platforms 📊 Key Benefits
95% faster than traditional production 80% cost reduction compared to agencies 10x better engagement with Gen MZ audience Zero artistic skills required
🎯 Two Models, One Space! GPT-OSS hit #1 on HF just 2 hours after release! 🏆 Now you can use both models conveniently in a single space. 📋 Model Selection Made Easy! Just pick from the dropdown ✅ ├── GPT-OSS-120B (Complex tasks) └── GPT-OSS-20B (Quick chats) 💫 How to Use (Takes 30 seconds!)
Sign in → With your HF account 🔐 Select model → Choose what you need 📌 Apply → Click! ⚡ Start chatting → That's it! 💬
🌈 Perfect For:
120B → Deep analysis, professional work 🧠 20B → Fast responses, casual conversations ⚡
No installation needed - just use it in your browser! 🌐 ✨ Special Features
🎨 Beautiful gradient UI 🌙 Dark mode support 🔄 Real-time model switching 🆓 Completely free!
🧠 AI Evaluation: Auto-scoring for originality, interest, narrative, plausibility 📊 Real-time Progress: Visual tracking for every step 💾 Cloud Library: Save works + Continue writing anytime 📤 One-Click Export: Download as TXT instantly 🌐 Bilingual Support: Korean/English UI switching
🛡️ Stability & Scalability
☁️ Persistent storage on Hugging Face Spaces 🔐 Email-based user authentication 🧹 Automatic memory optimization 📈 Unlimited work creation
🎭 Perfect For: ✅ Aspiring Writers: Have ideas but struggle with structure ✅ Professional Authors: Rapid prototyping & idea validation ✅ Publishers/Agencies: New talent discovery & IP development ✅ Creative Institutions: Storytelling education tool
🌈 K-Story AI Studio: Not just a tool, but your creative partner in the AI era!
🎬 **More Natural Motion, More Powerful Video Generation** The original Wan 2.2 TI2V model has been upgraded to the **Enhanced version**! Now bring your imagination to life with smoother and more natural movements.
Can AI Write a 100,000-Word Novel? What's the ultimate test for AGI (Artificial General Intelligence)? Calculation? Logic? Or creativity? We tackled the hardest creative challenge: A single AI writing a full-length novel with consistent voice from beginning to end.
🚀 Core Innovations
Single Writer System: Not fragmented texts from multiple AIs, but a genuine novel by one author Immediate Critique System: Real-time literary critique and revision for each part 170 Quadrillion Themes: Infinite creative possibilities (4.6 million years at 100 novels/day!) Philosophical Depth: Nobel Prize-level existential exploration and social insight
🎲 Infinite Possibilities "The day my father died, I discovered he had another family he'd hidden all his life." One random click generates a powerful opening sentence and a completely new story begins. 📊 Technical Achievements
8,000-word novella auto-generation (approximately 20 minutes) 10 organically structured parts: Perfect narrative arc from introduction to resolution Real-time progress tracking: Session recovery for uninterrupted creation DOCX/TXT export: Korean standard book format (152x225mm) support
🌟 Journey Toward AGI This project goes beyond simple text generation. Sustained memory, causal reasoning, emotional nuance, ethical self-censorship, originality - it tests all capabilities required for AGI. Experience it now! Your unique story awaits.
In 2025, we've reached an era where we question whether AI can transcend being mere tools to become genuine creators. The **AGI Turing Test Leaderboard** is a revolutionary evaluation system that measures AI's true intelligence through long-form fiction writing!
Novel writing is humanity's most complex cognitive task. Maintaining coherent worldbuilding across tens of thousands of words, creating multidimensional characters, crafting narratives that move the human heart—all demanding a **symphony of cognitive abilities**! 🎭
## 🏆 10-Tier Literary Evaluation System
**10.0** ✨ Perfect Literary Achievement (Theoretical Apex) **9.1** 🏅 Nobel Prize Level (*Beloved*, *Never Let Me Go*) **8.1** 📖 Timeless Classic (*1984*, *Pride and Prejudice*) **7.1** 🌍 Global Bestseller (*Harry Potter*, *The Da Vinci Code*) **6.1** 🎖️ International Literary Award (*The Handmaid's Tale*, *Underground Railroad*) **5.1** ✍️ Professional Writer Level (Academy Award Screenplays) **0.0** ❌ Plagiarism/Human Work (Disqualified)
## 🎯 Current Record: 6.5 Points!
The recently submitted work "**Commotion as a meteorite crashes through the roof**" achieved **6.5 points**!
