⚡ 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.
💡 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.
🛠️ 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.
📊 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.🔮 Future of Self-Forcing Our next goal is real-time 1080p generation, with ongoing research to achieve
🚀 Project Introduction Revolutionary AI presentation generator presented by OpenFree AI Community! Create professional-level PPTs with just a few clicks. 🆓 Completely FREE! Create Premium PPTs with Free GAMMA! 🎉
🤖 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
📊 Smart Diagrams Process Flow, Concept Map, WBS, Radial, Synoptic Chart Content analysis-based automatic diagram generation Perfect Korean font support
💡 Main Features
📝 Intelligent Content Generation Auto-generate 3-20 slides just by entering a topic Latest information through web search Reference PDF, CSV, TXT files
🖼️ Visual Automation 3D images for cover & conclusion slides Auto-generate 2 content-based diagrams Add 2 FLUX style images
🎯 Customizable Design 5 professional themes 3 layout styles Automatic emoji mapping system
💰 Premium Features for FREE! Create professional-grade presentations with Free GAMMA (Open GAMMA) that rivals paid PPT generation services! 🚀
🎬 VEO3 Directors - All-in-One AI Video Creation Suite
🚀 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!
🎲 Instantly generate creative story ideas across multiple genres 🌏 Bilingual support (English/Korean) 🎭 Rich categories: Genre, Setting, Characters, and more
🎥 AI Script & Prompt Crafting
💬 Powered by Friendli API for Hollywood-quality prompts 🤖 AI Director writes detailed cinematography instructions 🎬 Professional elements: camera movements, lighting, VFX
🎬 Video + Audio Generation
🎨 Wan2.1-T2V-14B for stunning visual quality ⚡ NAG 4-step inference - 10x faster generation 🎵 MMAudio auto-generates matching soundscapes 🎛️ Full control over resolution, duration, and style 💬LLM(API): VIDraft/Gemma-3-R1984-27B
💡 How It Works
Generate Story → "The Time Traveler's Final Choice" 🕰️ Create Script → AI writes cinematic scene descriptions 📜 Produce Video → 4-8 second clip with synchronized audio 🎞️
🎯 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
🏆 Use Cases
📱 Social Media Content 🎓 Educational Videos 📺 Marketing & Ads 🎮 Game Cutscene Prototyping 🎨 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!
💡 Optimization Tips ✅ Recommended Settings: 8-10 steps, 576×1024 resolution ✅ Prompting: Use "cinematic motion, smooth animation" keywords ✅ Duration: 2-5 seconds for optimal quality ✅ Motion: Emphasize natural movement and camera work 🏆 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.
Welcome! This Space takes English audio, video, images, and PDFs and instantly converts them into Chinese (ZH), Thai (TH), and Russian (RU)—no other source language required.
🤗 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. 💙 Our Openfree AI collaborates with various AI communities across Korea, contributing to knowledge sharing and ecosystem development. 🤝 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'. 🇰🇷✨ Let me share our community's achievements on the Hugging Face platform over the past year: 🎯
🚀 Published hundreds of models and spaces 👥 Surpassed 10 million cumulative visitors 📈 Achieved 1.7 million Monthly Active Users (MAU) 🎨 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. 🙏 🎉 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. 🏛️ 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. 💫 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! 😄 (Just kidding... or am I? 🤔) Thank you. 🤗 Openfree AI Representative 💌
🎨 ChartGPT: AI that Draws Diagrams and Designs from Natural Language
Hello! We're the VIDraft team 👋 Introducing ChartGPT - an AI that automatically creates professional diagrams and visual designs when you describe them in text!
🧠 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 🎨
🌏 Perfect Support for Korean & English Just say "Create a flowchart for the machine learning process" and you're done! 🎯 Korean prompts are automatically translated to English for design generation ✨ 📊 5 Diagram Types 🗺️ Concept Map - Connect ideas 📊 Synoptic Chart - See the whole structure at a glance ☀️ Radial Diagram - Structure expanding from center 🔄 Process Flow - Visualize workflows 📋 WBS - Project hierarchy structure 🎨 6 Visual Design Types (NEW!) 🏭 Product Design - Industrial design concept sketches 🧠 Mindmap - Colorful thought maps 📱 Mockup - UI/UX wireframes 📈 Infographic - Data visualization 📐 Diagram - Business workflows 📊 Flowchart - Decision flow charts 🔍 Brave Search Integration Need the latest information? Generate more accurate diagrams with real-time web search! 🌐 🔌 MCP Protocol Support Perfect integration with other AIs like Claude and ChatGPT! 🤝 💡 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 ✨ Design Generation Prompt: "smartphone banking app design" Result: Professional-level UI/UX mockup design 🎨 🎯 Recommended For 📚 Educators: Visually explain complex concepts 💼 Planners: Organize project structures at a glance 🔧 Developers: Document system architecture 📝 Students 🎨 Designers 📊 Marketers
🎭 AI's Nobel Prize Challenge: Novel Generator 🚀 Hello! Today I'm thrilled to introduce my AI Short Story Generator 📚✨
🌟 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!
🎯 Key Features 1. 🎲 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" ⏰
2. 🌐 Multilingual Support 🇬🇧 English: Creates English fiction (Western literary style) 🇰🇷 Korean: Generates Korean novels (reflecting Korean sentiment and style)
3. 📖 Literary Excellence 7,000-10,000 words of complete short fiction Incorporates techniques from Nobel Prize-winning authors Advanced literary devices: foreshadowing, symbolism, metaphors
💡 How to Use Select Language: Choose Korean/English checkbox 🔤 Generate Story Seed: Click "Random Generate SEED" button 🎰 Start Writing: Submit to AI with the Submit button 📝 Continue Story: Type "continued" or "이어서" for next chapter 📄
⚡ 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
🎨 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
🚀 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.
📊 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.
🏥 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
📈 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. 🔗 Check It Out Yourself
💭 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!
🎨 FLUX VIDEO Generation - All-in-One AI Image/Video/Audio Generator
🚀 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!
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
🎨 AI Hairstyle Changer - Transform with 93 Styles! 💇♀️✨
🚀 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.
✨ Key Features
📸 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
💫 Diverse Hairstyles (93 types)
🎯 Short Cuts: Pixie Cut, Bob, Lob, Crew Cut, Undercut 🌊 Waves: Soft Waves, Hollywood Waves, Finger Waves 🎀 Braids: French Braid, Box Braids, Fishtail Braid, Cornrows 👑 Updos: Chignon, Messy Bun, Top Knot, French Twist 🌈 Special Styles: Space Buns, Dreadlocks, Mohawk, Beehive
⚡ Fast Processing: Get results in just 10-30 seconds 🎯 High Accuracy: Natural-looking transformations with AI technology 💎 Professional Quality: High-resolution output suitable for social media 🔄 Unlimited Trials: Try as many combinations as you want 📱 User-Friendly: Intuitive interface with visual color palette
💡 Perfect For
💈 Salon Consultations: Show clients potential new looks before cutting 🛍️ Personal Styling: Experiment before making a big change 🎭 Entertainment: Fun transformations for social media content 🎬 Creative Projects: Character design and visualization 👗 Fashion Industry: Match hairstyles with outfits and makeup 📸 Photography: Pre-visualization for photoshoots
🎙️ Voice Clone AI Podcast Generator: Create Emotionally Rich Podcasts with Your Own Voice!
🚀 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! 📚➡️🎧
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. 🎭 Emotionally Expressive Voice Cloning Powered by Chatterbox TTS:
🎤 Voice Cloning: Learn and replicate your unique voice perfectly 📢 Natural intonation and emotional expression 🌊 Customizable emotion intensity with Exaggeration control ⚡ Seamless handling of long texts with automatic chunking
3. 🤖 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! ✏️
💡 Use Cases 📖 Educational Content
Transform complex research papers into easy-to-understand podcasts Create English learning materials in your own voice
📰 News & Information
Convert international articles into engaging audio content Produce global trend analysis podcasts
🎨 Creative Content
Tell stories in English with your own voice Build your global personal brand with custom audio content
🛠️ Tech Stack 🧠 LLM: Llama CPP + Private-BitSix-Mistral 🗣️ TTS: Chatterbox (Voice Cloning & Emotional Expression) 🔍 Search: Brave Search API 📄 Document Processing: LangChain + PyPDF 🖥️ Interface: Gradio 🎉 What Makes Us Special
🎤 Voice Cloning: Perfect voice replication from just a short audio sample 😊 Emotion Contro 📏 Unlimited Length 🔄 Real-time Updates
🎯 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
🔬 Applied Theories Cognitive Theories (4) 🟦 Square Theory - Semantic square structure with 4-word relationships 🔊 Sound Symbolism - Psychological connections between phonemes and meaning 🧠 Cognitive Load - Minimized processing for instant recognition 👁️ Gestalt Theory - Perceptual principles where whole exceeds parts
Creative Theories (3) 🔀 Conceptual Blending - Merging concepts to create new meanings 🔧 SCAMPER Method - 7 creative transformation techniques 🌿 Biomimicry - Nature-inspired wisdom from 3.8 billion years of evolution
Cultural Theories (3) 🎭 Jung's Archetype - 12 universal archetypes for emotional connection 🌐 Linguistic Relativity - Cross-cultural thinking patterns consideration 🧬 Memetics - Cultural transmission and evolutionary potential
Differentiation Theories (3) ⚡ Von Restorff Effect - Uniqueness for 30x better recall 🎨 Color Psychology - Emotional associations and color meanings 🌍 Network Effects - Value maximization through network structures
💫 Special Features Each theory provides unique visualizations and customized analysis:
Square Theory → 4-corner relationship diagram Blending → Concept fusion flowchart Color → Interactive color palette display Theory-specific insights for each approach
🎙️ AI Podcast Generator - Professional Conversation Creation Tool
📖 Project Overview Transform any URL, PDF, or keyword into professional podcast conversations automatically! This AI-powered tool creates engaging, expert-level dialogues in minutes. 🚀
✨ Key Features: Multiple Input URL: Web articles, blog posts, news content PDF: Research papers, documents, reports Keywords: Topics like "AI Ethics", "Quantum Computing"
🤖 Smart AI Conversation Generation Local LLM: Mistral-Small 24B model for privacy protection API Fallback: Together AI API support Expert Style: In-depth discussions between host and expert Length: 12-20 exchanges for comprehensive coverage
🌏 Multilingual Support English: Alex (Host) & Jordan (Expert) Korean: Junsu (Host) & Minho (Expert)
🎵 High-Quality Text-to-Speech Edge-TTS: Natural cloud-based voices Spark-TTS: Local AI voice model MeloTTS: GPU-powered local synthesis
🔍 Real-time Information Search Brave Search API for latest information retrieval Automatic content generation from keywords
🎯 How to Use Select Input: Choose URL/PDF/Keyword Set Language: Korean or English Generate Dialogue: AI creates professional podcast script Edit Freely: Modify the generated conversation as needed Create Audio: Generate audio with your preferred TTS engine
💡 What Makes It Special Professional Quality: Deep analysis rather than simple summaries Data-Driven: Includes statistics, research findings, real examples Fully Editable: Customize conversations after generation Offline Capable: Works without internet using local models
🎉 Output Creates approximately 5-minute professional podcast episodes:
🤝 Community & Support For questions, feature requests, or technical issues, please reach out through the Community tab above. We'd love to hear your feedback and help you create amazing podcast content!