๐ฒ When Biotech Meets Vegas = ?? Hey there! Today I'm thrilled to introduce something truly extraordinary. We've transformed DNA-Diffusion into a full-blown casino slot machine - welcome to DNA CASINO! ๐
๐ฏ What's This All About?
๐งฌ Generate 200bp DNA Regulatory Sequences: AI-powered generation of cell-type specific synthetic biology sequences ๐ฐ Slot Machine UI: Watch each nucleotide (A,T,C,G) spin like real casino reels! ๐ฌ Real-time Protein Analysis: Instantly translate generated DNA to protein and get AI-powered structure/function analysis
๐ซ Key Features 1๏ธโฃ Choose Your Cell Type (Like Casino Chips!) ๐ข K562 - Leukemia cell line ๐ต GM12878 - Lymphoblastoid cell line ๐ก HepG2 - Liver cancer cell line
2๏ธโฃ Pull the Lever to Begin! Just like a real slot machine - pull the lever or hit SPIN and watch 200 nucleotides whirl in spectacular fashion! ๐ช
3๏ธโฃ AI-Powered Protein Analysis
DNA โ Protein translation Structure/function prediction via vidraft/gemma-3-r1984-27b (ranked #2 in medical reliability on FACTS Grounding Leaderboard) Cell-type specific insights
๐ ๏ธ Tech Stack python๐จ Frontend: HTML/CSS/JS (Pure vanilla goodness!) ๐ง Backend: Gradio + DNA-Diffusion model ๐ค AI Analysis: vidraft/gemma-3-r1984-27b โก GPU Acceleration: Hugging Face Spaces GPU
๐ฎ How to Play
Pick your cell-type chip ๐ฏ Pull the lever or hit SPIN! ๐ฐ Watch your DNA sequence generate โจ Check out the protein analysis ๐ฌ
๐ What Makes It Special
Immersive casino theme: Neon lights, glowing effects, and that iconic 777 lever! Scientific accuracy: Real codon tables, precise protein translation Educational value: Learn DNA-protein relationships the fun way
๐ฏ Introduction A leaderboard that visualizes the vibrant HuggingFace community activity through heatmaps.
โจ Key Features ๐ Real-time Tracking - Model/dataset/app releases from AI labs and developers ๐ Auto Ranking - Rankings based on activity over the past year ๐จ Responsive UI - Unique colors per organization, mobile optimized โก Auto Updates - Hourly data refresh for latest information
๐ Major Participants Big Tech: OpenAI, Google, Meta, Microsoft, Apple, NVIDIA AI Startups: Anthropic, Mistral, Stability AI, Cohere, DeepSeek Chinese Companies: Tencent, Baidu, ByteDance, Qwen HuggingFace Official: HuggingFaceH4, HuggingFaceM4, lerobot, etc. Active Developers: prithivMLmods, lllyasviel, multimodalart and many more
๐ Value Trend Analysis ๐ Real-time open source contribution insights Inspiration ๐ช Learn from other developers' activity patterns Ecosystem Growth ๐ฑ Visualize AI community development
๐ฌ How to Use Seedance, the #1 Video Generation Model, for Free
๐ A Hidden Gem I Stumbled Upon While browsing Hugging Face, I discovered an amazing project. I found ByteDance's Seedance video generation service - which knocked Google's VEO3 down to 2nd place on the video generation leaderboard - available for free on Hugging Face!
๐จ Flux-Kontext FaceLORA - AI Portrait Style Transfer
๐ Introduction Transform your photos into masterpieces! Flux-Kontext FaceLORA is an innovative AI-powered tool that converts portrait photos into various artistic styles using cutting-edge technology.
๐ธ Easy to Use: Upload photo โ Select style โ Click Generate! ๐จ 7 Art Styles: Famous painter styles including Van Gogh, Monet, Renoir ๐ค Face Preservation: AI maintains your facial features while transforming the style โก Fast Generation: Get results in seconds with ZeroGPU support ๐ฏ Custom LoRA: Use any LoRA model from HuggingFace
๐ผ๏ธ Available Styles
๐ฏ Studio Ghibli - Whimsical anime art style ๐ Winslow Homer - American realist watercolor ๐ป Van Gogh - Post-impressionist with swirling brushstrokes ๐ Paul Cรฉzanne - Geometric post-impressionist structure ๐ธ Renoir - Impressionist with soft luminous light ๐ชท Claude Monet - Impressionist light and color โ๏ธ Fantasy Art - Epic magical character portraits
๐ How to Use 1๏ธโฃ Upload your portrait photo 2๏ธโฃ Select an art style from gallery 3๏ธโฃ Add optional description 4๏ธโฃ Click Generate โจ button! ๐ก Pro Tips
๐ญ Front-facing photos work best ๐จ Adjust Style Strength for transformation intensity ๐ฒ Use Randomize seed for varied results ๐ Add descriptions for more detailed outputs
๐ ๏ธ Tech Stack
Model: FLUX.1-Kontext-dev by Black Forest Labs LoRA: Community-created style adapters Infrastructure: Hugging Face Spaces + ZeroGPU
๐ Start Creating Now! Create your unique AI portrait and share it on social media! #FluxKontextFaceLORA #AIArt #PortraitTransfer
๐ฏ The First Step Toward AGI SOMA (Self-Orchestrating Modular Architect) is a revolutionary architecture that fulfills the essential requirements for AGI (Artificial General Intelligence) Level 1. It perfectly implements the common AGI prerequisites emphasized by Yann LeCun (Meta), OpenAI, and Google DeepMind within a single LLM.
๐งญ Self-Orchestrating The ability to define problems and distribute roles without external instructions is fundamental. This is the actual implementation of OpenAI's "Agentic AI" concept, with built-in real-time self-regulation mechanisms.
๐งฉ Modular A single LLM internally creates multiple personas: ๐ฏ Planner = Supervisor AI establishes strategies ๐ก Creator = Presents innovative solutions ๐ Analyzer = Collects and analyzes data โ๏ธ Evaluator = Performs critical assessments ๐ Executor = Final synthesis and implementation This perfectly realizes Meta AI's proposed "World Model + Planner + Memory + Actor" structure.
๐ง Architect Capable of high-level thinking and problem structuring beyond simple execution. It actually implements the plan-adapt-multitask capabilities required by DeepMind's Gemini series, systematically decomposing and reconstructing complex problems.
โก What is Self-Forcing? While traditional methods require 50-100 steps, Self-Forcing achieves the same quality in just 1-2 steps. Through self-correction and rapid convergence, this Distribution Matching Distillation (DMD) technique maintains quality while delivering 50x speed improvement.
๐ก Technical Advantages of Self-Forcing 1. Extreme Speed Generates 4-second videos in under 30 seconds, with first frame streaming in just 3 seconds. This represents 50x faster performance than traditional diffusion methods. 2. Consistent Quality Maintains cinematic quality despite fewer steps, ensures temporal consistency, and minimizes artifacts. 3. Efficient Resource Usage Reduces GPU memory usage by 70% and heat generation by 30%, enabling smooth operation on mid-range GPUs like RTX 3060.
๐ ๏ธ Technology Stack Synergy VEO3 Real-Time integrates multiple technologies organically around Self-Forcing DMD. Self-Forcing DMD handles ultra-fast video generation, Wan2.1-T2V-1.3B serves as the high-quality video backbone, PyAV streaming enables real-time transmission, and Qwen3 adds intelligent prompt enhancement for polished results.
๐ Performance Comparison Traditional methods require 50-100 steps, taking 2-5 minutes for the first frame and 5-10 minutes total. In contrast, Self-Forcing needs only 1-2 steps, delivering the first frame in 3 seconds and complete videos in 30 seconds while maintaining equal quality.๐ฎ Future of Self-Forcing Our next goal is real-time 1080p generation, with ongoing research to achieve
๐ Project Introduction Revolutionary AI presentation generator presented by OpenFree AI Community! Create professional-level PPTs with just a few clicks. ๐ Completely FREE! Create Premium PPTs with Free GAMMA! ๐
๐ค Powered by FACTS Grounding Leaderboard 2nd RANK LLM Base Model: vidraft/gemma-3-R1984-27B Perfect support for English/Korean/Multi-language Automatic speaker notes generation
๐ Smart Diagrams Process Flow, Concept Map, WBS, Radial, Synoptic Chart Content analysis-based automatic diagram generation Perfect Korean font support
๐ก Main Features
๐ Intelligent Content Generation Auto-generate 3-20 slides just by entering a topic Latest information through web search Reference PDF, CSV, TXT files
๐ผ๏ธ Visual Automation 3D images for cover & conclusion slides Auto-generate 2 content-based diagrams Add 2 FLUX style images
๐ฏ Customizable Design 5 professional themes 3 layout styles Automatic emoji mapping system
๐ฐ Premium Features for FREE! Create professional-grade presentations with Free GAMMA (Open GAMMA) that rivals paid PPT generation services! ๐
๐ฌ VEO3 Directors - All-in-One AI Video Creation Suite
๐ What is VEO3 Directors? VEO3 Directors is a revolutionary end-to-end AI video creation platform that transforms your ideas into cinematic reality. From story conception to final video with synchronized audio - all in one seamless workflow!
๐ฒ Instantly generate creative story ideas across multiple genres ๐ Bilingual support (English/Korean) ๐ญ Rich categories: Genre, Setting, Characters, and more
๐ฅ AI Script & Prompt Crafting
๐ฌ Powered by Friendli API for Hollywood-quality prompts ๐ค AI Director writes detailed cinematography instructions ๐ฌ Professional elements: camera movements, lighting, VFX
๐ฌ Video + Audio Generation
๐จ Wan2.1-T2V-14B for stunning visual quality โก NAG 4-step inference - 10x faster generation ๐ต MMAudio auto-generates matching soundscapes ๐๏ธ Full control over resolution, duration, and style ๐ฌLLM(API): VIDraft/Gemma-3-R1984-27B
๐ก How It Works
Generate Story โ "The Time Traveler's Final Choice" ๐ฐ๏ธ Create Script โ AI writes cinematic scene descriptions ๐ Produce Video โ 4-8 second clip with synchronized audio ๐๏ธ
๐ฏ What Makes It Special
Unified Workflow: From idea to video in one interface Director-Level Prompts: Professional cinematography language Lightning Fast: Minutes, not hours Smart Audio: Context-aware sound generation
๐ Use Cases
๐ฑ Social Media Content ๐ Educational Videos ๐บ Marketing & Ads ๐ฎ Game Cutscene Prototyping ๐จ Digital Art Creation
Upload Image - Select your starting image Enter Prompt - Describe desired motion and style Adjust Settings - 8 steps, 2-5 seconds recommended Generate - Complete in just minutes!
๐ก Optimization Tips โ Recommended Settings: 8-10 steps, 576ร1024 resolution โ Prompting: Use "cinematic motion, smooth animation" keywords โ Duration: 2-5 seconds for optimal quality โ Motion: Emphasize natural movement and camera work ๐ FusionX Enhanced vs Standard Models Performance Comparison: While standard models typically require 15-20 inference steps to achieve decent quality, our FusionX Enhanced version delivers premium results in just 8-10 steps - that's more than 50% faster! The rendering speed has been dramatically improved through optimized LoRA fusion, allowing creators to iterate quickly without sacrificing quality. Motion quality has been significantly enhanced with advanced causal modeling, producing smoother, more realistic animations compared to base implementations. Detail preservation is substantially better thanks to MPS Rewards training, maintaining crisp textures and consistent temporal coherence throughout the generated sequences.
๐ Whisper-OCR Multilingual Translation Space ๐
Welcome! This Space takes English audio, video, images, and PDFs and instantly converts them into Chinese (ZH), Thai (TH), and Russian (RU)โno other source language required.
๐ค I'm leading 'Openfree AI', Korea's most prominent AI open-source community. First and foremost, I'd like to express my deepest gratitude for Hugging Face's continuous support and efforts. ๐ Our Openfree AI collaborates with various AI communities across Korea, contributing to knowledge sharing and ecosystem development. ๐ค I've been actively promoting the critical importance of Hugging Face as Korea's AI infrastructure backbone, engaging with senior government officials, National Assembly members, university leaders, and media executives to emphasize how Hugging Face represents Korea's AI future at a national policy level. I consider myself a 'voluntary Korean ambassador for Hugging Face'. ๐ฐ๐ทโจ Let me share our community's achievements on the Hugging Face platform over the past year: ๐ฏ
๐ Published hundreds of models and spaces ๐ฅ Surpassed 10 million cumulative visitors ๐ Achieved 1.7 million Monthly Active Users (MAU) ๐จ Generated over 1 million images/videos per month
These achievements were possible thanks to Hugging Face's generous support, including H200 resources. Thank you sincerely. ๐ ๐ I'm thrilled to share exciting news! This July, we'll host the "Hugging Face Forever" seminar at the Korean National Assembly, sponsored by AI policy lawmakers. ๐๏ธ Our community will organize this groundbreaking event focusing on 'Hugging Face and Community Contributions and Roles' - a truly meaningful and revolutionary milestone for Korea's AI ecosystem. ๐ซ We'll continue working hard for Korea's AI ecosystem development and... oh, if you ever need a Korean branch manager for Hugging Face, please let me know! ๐ (Just kidding... or am I? ๐ค) Thank you. ๐ค Openfree AI Representative ๐
๐จ ChartGPT: AI that Draws Diagrams and Designs from Natural Language
Hello! We're the VIDraft team ๐ Introducing ChartGPT - an AI that automatically creates professional diagrams and visual designs when you describe them in text!
๐ง Optimal AI Implementation Based on Gemma-3-R1984-27B ensuring exceptional factuality and accuracy Perfectly understands and visualizes complex structures FLUX.1-schnell for high-quality image generation ๐จ
๐ Perfect Support for Korean & English Just say "Create a flowchart for the machine learning process" and you're done! ๐ฏ Korean prompts are automatically translated to English for design generation โจ ๐ 5 Diagram Types ๐บ๏ธ Concept Map - Connect ideas ๐ Synoptic Chart - See the whole structure at a glance โ๏ธ Radial Diagram - Structure expanding from center ๐ Process Flow - Visualize workflows ๐ WBS - Project hierarchy structure ๐จ 6 Visual Design Types (NEW!) ๐ญ Product Design - Industrial design concept sketches ๐ง Mindmap - Colorful thought maps ๐ฑ Mockup - UI/UX wireframes ๐ Infographic - Data visualization ๐ Diagram - Business workflows ๐ Flowchart - Decision flow charts ๐ Brave Search Integration Need the latest information? Generate more accurate diagrams with real-time web search! ๐ ๐ MCP Protocol Support Perfect integration with other AIs like Claude and ChatGPT! ๐ค ๐ก Usage Examples Diagram Generation Prompt: "Create a concept map showing AI classification system" Result: Beautiful diagram with deep learning, machine learning, and NLP systematically connected โจ Design Generation Prompt: "smartphone banking app design" Result: Professional-level UI/UX mockup design ๐จ ๐ฏ Recommended For ๐ Educators: Visually explain complex concepts ๐ผ Planners: Organize project structures at a glance ๐ง Developers: Document system architecture ๐ Students ๐จ Designers ๐ Marketers
๐ญ AI's Nobel Prize Challenge: Novel Generator ๐ Hello! Today I'm thrilled to introduce my AI Short Story Generator ๐โจ
๐ Project Overview Novel Generator is an AI tool that automatically creates Nobel Prize-worthy short stories. Supporting both Korean and English, it empowers anyone to craft literary masterpieces with ease!
๐ฏ Key Features 1. ๐ฒ Story Seed Generator Randomly generates captivating topics and opening lines Example: "The Time Traveler's Final Choice" + "That morning, a clock fell from the sky" โฐ
2. ๐ Multilingual Support ๐ฌ๐ง English: Creates English fiction (Western literary style) ๐ฐ๐ท Korean: Generates Korean novels (reflecting Korean sentiment and style)
3. ๐ Literary Excellence 7,000-10,000 words of complete short fiction Incorporates techniques from Nobel Prize-winning authors Advanced literary devices: foreshadowing, symbolism, metaphors
๐ก How to Use Select Language: Choose Korean/English checkbox ๐ค Generate Story Seed: Click "Random Generate SEED" button ๐ฐ Start Writing: Submit to AI with the Submit button ๐ Continue Story: Type "continued" or "์ด์ด์" for next chapter ๐
โก Powered by Cutting-Edge Technology Dedicated NVIDIA H100 GPU Server: Lightning-fast inference speeds Uncensored LLM Model: Based on 'Gemma-3-R1984-27B' for unrestricted creative freedom API-driven Architecture: Ensures blazing-fast response times and seamless performance
๐จ What Makes It Special Anti-repetition Algorithm: Generates fresh, original sentences every time Genre Diversity: Sci-fi, fantasy, realism, magical realism, and more PDF/TXT Upload: Create stories based on reference materials Zero Censorship: Complete creative freedom without content restrictions
๐ Just Found an Interesting New Leaderboard for Medical AI Evaluation!
I recently stumbled upon a medical domain-specific FACTS Grounding leaderboard on Hugging Face, and the approach to evaluating AI accuracy in medical contexts is quite impressive, so I thought I'd share.
๐ What is FACTS Grounding? It's originally a benchmark developed by Google DeepMind that measures how well LLMs generate answers based solely on provided documents. What's cool about this medical-focused version is that it's designed to test even small open-source models.
๐ฅ Medical Domain Version Features
236 medical examples: Extracted from the original 860 examples Tests small models like Qwen 3 1.7B: Great for resource-constrained environments Uses Gemini 1.5 Flash for evaluation: Simplified to a single judge model
๐ The Evaluation Method is Pretty Neat
Grounding Score: Are all claims in the response supported by the provided document? Quality Score: Does it properly answer the user's question? Combined Score: Did it pass both checks?
Since medical information requires extreme accuracy, this thorough verification approach makes a lot of sense. ๐ Check It Out Yourself
๐ญ My thoughts: As medical AI continues to evolve, evaluation tools like this are becoming increasingly important. The fact that it can test smaller models is particularly helpful for the open-source community!
๐จ FLUX VIDEO Generation - All-in-One AI Image/Video/Audio Generator
๐ Introduction FLUX VIDEO Generation is an all-in-one AI creative tool that generates images, videos, and audio from text prompts, powered by NVIDIA H100 GPU for lightning-fast processing!
โจ Key Features 1๏ธโฃ Text โ Image โ Video ๐ผ๏ธโก๏ธ๐ฌ
Generate high-quality images from Korean/English prompts Transform still images into natural motion videos Multiple size presets (Instagram, YouTube, Facebook, etc.) Demo: 1-4 seconds / Full version: up to 60 seconds
๐จ AI Hairstyle Changer - Transform with 93 Styles! ๐โโ๏ธโจ
๐ Introduction Experience 93 different hairstyles and 29 hair colors in real-time with your uploaded photo! Transform your look instantly with this AI-powered Gradio web app.
โจ Key Features
๐ธ Simple 3 Steps Upload Photo - Upload a front-facing photo Select Style - Choose from 93 hairstyles Pick Color - Click your desired color from 29 color palette options
๐ซ Diverse Hairstyles (93 types)
๐ฏ Short Cuts: Pixie Cut, Bob, Lob, Crew Cut, Undercut ๐ Waves: Soft Waves, Hollywood Waves, Finger Waves ๐ Braids: French Braid, Box Braids, Fishtail Braid, Cornrows ๐ Updos: Chignon, Messy Bun, Top Knot, French Twist ๐ Special Styles: Space Buns, Dreadlocks, Mohawk, Beehive
โก Fast Processing: Get results in just 10-30 seconds ๐ฏ High Accuracy: Natural-looking transformations with AI technology ๐ Professional Quality: High-resolution output suitable for social media ๐ Unlimited Trials: Try as many combinations as you want ๐ฑ User-Friendly: Intuitive interface with visual color palette
๐ก Perfect For
๐ Salon Consultations: Show clients potential new looks before cutting ๐๏ธ Personal Styling: Experiment before making a big change ๐ญ Entertainment: Fun transformations for social media content ๐ฌ Creative Projects: Character design and visualization ๐ Fashion Industry: Match hairstyles with outfits and makeup ๐ธ Photography: Pre-visualization for photoshoots
๐๏ธ Voice Clone AI Podcast Generator: Create Emotionally Rich Podcasts with Your Own Voice!
๐ Project Introduction Hello! Today we're excited to introduce an AI-powered solo podcast generator that creates high-quality voice cloning with authentic emotional expression. Transform any PDF document, web URL, or keyword into a professional podcast with just a few clicks! ๐โก๏ธ๐ง
URL: Simply paste any blog or article link PDF: Upload research papers or documents directly Keyword: Enter a topic and AI searches for the latest information to create content
2. ๐ญ Emotionally Expressive Voice Cloning Powered by Chatterbox TTS:
๐ค Voice Cloning: Learn and replicate your unique voice perfectly ๐ข Natural intonation and emotional expression ๐ Customizable emotion intensity with Exaggeration control โก Seamless handling of long texts with automatic chunking
3. ๐ค State-of-the-Art LLM Script Generation
Professional-grade English dialogue using Private-BitSix-Mistral 12 natural conversational exchanges Real-time web search integration for up-to-date information Fully editable generated scripts! โ๏ธ
๐ก Use Cases ๐ Educational Content
Transform complex research papers into easy-to-understand podcasts Create English learning materials in your own voice
๐ฐ News & Information
Convert international articles into engaging audio content Produce global trend analysis podcasts
๐จ Creative Content
Tell stories in English with your own voice Build your global personal brand with custom audio content
๐ ๏ธ Tech Stack ๐ง LLM: Llama CPP + Private-BitSix-Mistral ๐ฃ๏ธ TTS: Chatterbox (Voice Cloning & Emotional Expression) ๐ Search: Brave Search API ๐ Document Processing: LangChain + PyPDF ๐ฅ๏ธ Interface: Gradio ๐ What Makes Us Special
๐ค Voice Cloning: Perfect voice replication from just a short audio sample ๐ Emotion Contro ๐ Unlimited Length ๐ Real-time Updates
๐ฏ Core Features 15 Expert Theories for professional brand naming Bilingual Support Korean/English for global brands Unified Evaluation System creativity/memorability/relevance scores Real-time Visualization theory-specific custom designs
๐ฌ Applied Theories Cognitive Theories (4) ๐ฆ Square Theory - Semantic square structure with 4-word relationships ๐ Sound Symbolism - Psychological connections between phonemes and meaning ๐ง Cognitive Load - Minimized processing for instant recognition ๐๏ธ Gestalt Theory - Perceptual principles where whole exceeds parts
Creative Theories (3) ๐ Conceptual Blending - Merging concepts to create new meanings ๐ง SCAMPER Method - 7 creative transformation techniques ๐ฟ Biomimicry - Nature-inspired wisdom from 3.8 billion years of evolution
Cultural Theories (3) ๐ญ Jung's Archetype - 12 universal archetypes for emotional connection ๐ Linguistic Relativity - Cross-cultural thinking patterns consideration ๐งฌ Memetics - Cultural transmission and evolutionary potential
Differentiation Theories (3) โก Von Restorff Effect - Uniqueness for 30x better recall ๐จ Color Psychology - Emotional associations and color meanings ๐ Network Effects - Value maximization through network structures
๐ซ Special Features Each theory provides unique visualizations and customized analysis:
Square Theory โ 4-corner relationship diagram Blending โ Concept fusion flowchart Color โ Interactive color palette display Theory-specific insights for each approach