OpenFree_AI

🚀 FLUXllama gpt-oss: 4-bit Quantization + GPT-OSS-120B = Perfect AI Image Generation

🎯 One-Line Summary
"Maximum Images with Minimal Memory!" - The perfect fusion of 4-bit quantization and GPT-OSS-120B prompt enhancement

ginipick/FLUXllama

🧠 Core Innovation: Prompt Enhancement System
📝 What You Type:

"cat"

✨ What GPT-OSS-120B Transforms:

"Majestic tabby cat with emerald eyes in golden afternoon light, soft bokeh, cinematic lighting, 8K photorealistic"

💡 Result: Beginners create professional-grade images instantly!

⚡ The Magic of 4-bit Quantization
🔥 Before (Standard Model)

📦 Memory: 24GB VRAM required
⏱️ Loading: 45 seconds
💰 Cost: RTX 4090 essential ($2000+)

🎉 After (FLUXllama gpt-oss 4-bit)

📦 Memory: 6GB VRAM (75% reduction!)
⏱️ Loading: 12 seconds (73% faster!)
💰 Cost: RTX 3060 works great! ($400)

Same quality, 4x efficiency! 🎊

🔧 Simple Model Swapping
python# Switch to any LLM in 1 second!
pipe = pipeline("text-generation", model="your-model")
✅ GPT-OSS-120B (Premium quality)
✅ Phi-3 (Lightning fast)
✅ Custom models (Your unique style)

🏆 Why FLUXllama gpt-oss?
💪 Powerful

Hugging Face 'STAR AI 12' Selected (Dec 2024)
95% quality maintained with 75% memory savings

🤝 Easy

No prompt writing skills needed
GPT-OSS-120B enhances automatically

💸 Economical

Works on consumer GPUs
60% cloud cost reduction

🚀 Start Now
Just 3 Steps!

💭 Enter your idea
✨ Click "Enhance Prompt"
🎨 Click "Generate"

Result: Images that rival pro designers!

🎊 FLUXllama gpt-oss = Less Resources + Smart Prompts = Best Images
Experience the perfect synergy of 4-bit quantization and GPT-OSS-120B!

🚀 GPT-OSS 120B & 20B - Use Both Models in One Space!

openfree/OpenAI-gpt-oss
VIDraft/gpt-oss-RAG

🎯 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!

👉 Try it now! It's really that simple!

#GPT-OSS #HuggingFace #FreeAI #EasyToUse

🚀 K-Story AI Studio: The Game-Changer in Web Novel Creation
🎯 Unique Differentiation: AI-Powered Korean Web Novel Revolution

openfree/AGI-WebNovel-Gallery
fantaxy/AGI-LEADERBOARD

📚 All-in-One Creative Pipeline

Phase 1 🎲: Generate 10 loglines instantly + AI evaluation system
Phase 2 📖: Selected logline → Complete 40-episode structure
Phase 3 ✍️: Auto-write 500 words per episode

🌟 K-WebNovel Genre Mastery
7 Popular Genre Templates:

💕 Romance: Heart-fluttering moments + Sweet dialogues
⚔️ Romance Fantasy: Regression/Possession + OP protagonist
🐉 Fantasy: Level-up system + Dungeon mechanics
🏙️ Modern Fantasy: Hunter + Gate system
🥋 Martial Arts: Cultivation + Realm progression
🔍 Mystery: Foreshadowing + Plot twists
🎮 Light Novel: Casual tone + Character-driven

💡 Exceptional Features: Productivity Revolution
⚡ Lightning-Fast Creation

Logline Generation: 30 seconds ⏱️
40-Episode Structure: 40 seconds ⏱️
Episode Writing: 20 seconds/episode ⏱️
Complete 20,000-word novel = Just 15 minutes! 🎉

🎨 Smart Features

🧠 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!

🚀 **Wan 2.2 TI2V Enhanced Released!**

🎬 **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.

ginigen/Wan-2.2-Enhanced
---

✨ **Core Upgrades**

🌊 **Natural Motion Built-in**
- Automatic "smooth and natural movement" applied to all videos
- Seamless fluid dynamic movements
- Natural motion transitions for objects

🎯 **Smart Prompt Templates**
Various styles with one click!
- 🎥 **Cinematic** - Movie-like camera movements
- 🎨 **Animation** - Vibrant animated style
- 🌿 **Nature** - Nature documentary style
- ⚡ **Action** - Dynamic action sequences
- 🔍 **Slow Motion** - Detailed slow motion

💾 **Enhanced Performance & Stability**
- 🧠 Smart GPU memory management for longer video generation
- ⚡ Optimized processing speed (up to 15% improvement)
- 🛡️ Enhanced error handling for stable generation

🎨 **Intuitive UI/UX**
- 📊 Real-time progress display
- 🖼️ Automatic resolution optimization on image upload
- 💡 Contextual help & tips
- ✅ Smart input validation system

---

🎯 **Recommended For**

**Content Creators** 👨‍🎨
*"I can apply the style I want instantly with prompt templates!"*

**Video Producers** 🎬
*"The quality has definitely improved with natural motion"*

**AI Artists** 🎨
*"Work is much easier now that long videos generate stably"*
---

🚀 **Get Started Now!**

🎯 AGI NOVEL Generator: The First Step Toward True AI Creativity

openfree/AGI-NOVEL

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.

# 🚀 AGI Turing Test Leaderboard: Evaluating AI's Novel Writing Abilities!

## 🤔 Can Machines Truly Create?

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!

fantaxy/AGI-LEADERBOARD

## 📚 Why Novel 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**!

### 📊 Evaluation Breakdown
- **Base Score**: 6.1 points (International Literary Award level)
- **Volume Bonus**: +0.4 points (9,000 words)
- **Final Score**: 6.5/10 points

This work demonstrates quality comparable to major international literary award winners like the Booker Prize or Nebula Award!

## 🤝 Join This Historic Experiment!

The current record stands at 6.5 points. **Can your AI surpass this?**

This platform is more than an evaluation tool. It's a grand experiment in understanding creativity itself! We welcome submissions at all levels.

https://huggingface.co/blog/fantaxy/agi-leaderboard

🎨 Flux Styler - AI Art Style Transfer

📝 Project Overview
Flux Styler is a cutting-edge AI web application that transforms ordinary images into stunning artworks using FLUX.1-Kontext-dev model with 22 professional style LoRAs.

ginigen/Flux-Kontext-Style

✨ Key Features

🖼️ One-Click Style Selection: Simply click thumbnails to apply styles instantly
🎯 22 Premium Art Styles: From Ghibli to Van Gogh, Pixel Art to LEGO
⚡ High-Speed GPU Processing: Generate 1024x1024 images in 30-60 seconds
🎮 Intuitive Interface: No complex settings - just upload and transform!

🎨 Style Categories
🌸 Anime & Cartoon
Ghibli | American Cartoon | JoJo | Snoopy | Rick & Morty
🎪 3D & Geometric
3D Chibi | Low Poly | LEGO | Clay Toy
🖌️ Traditional Art
Chinese Ink | Oil Painting | Van Gogh | Picasso | Pop Art
🧵 Craft & Material
Fabric | Origami | Paper Cutting | Macaron
💻 Digital Art
Pixel Art | Line Art | Vector
🚀 How to Use

Upload your image (or use default) 📤
Click any style thumbnail 🖱️
(Optional) Add custom instructions ✏️
Hit "Transform Image" 🎨
Download your masterpiece! 💾

🛠️ Tech Stack

Model: FLUX.1-Kontext-dev by Black Forest Labs
Style LoRAs: Owen777/Kontext-Style-Loras
Framework: Gradio + Diffusers
Acceleration: CUDA GPU (12GB+ VRAM)

💡 Use Cases

📱 Social Media Content Creation
🖼️ NFT Art Generation
🎁 Personalized Gift Design
📚 Educational Visual Materials
🎯 Brand Marketing Assets

🎮 3D Airforce Simulator - Web Browser 3D Fighter Jet Simulator

🚀 Introduction
A full-scale 3D aerial combat game created with VIBE CODING! 🔥
Enjoy realistic fighter jet simulation directly in your browser without any installation.

🎯 Play Now
cutechicken/3D-Airforce-Simulator

✨ Key Features

🛩️ Realistic Flight Physics
G-Force System: Blackout during extreme maneuvers! 😵
Stall System: Loss of control below 300kt ⚠️
Altitude Performance: G-Force increases with altitude 📈

💥 Intense Combat
20mm Cannon: 940 rounds 🔫
AIM-9 Missiles: 8 missiles with 3-stage lock-on 🎯
Flares: Essential for missile evasion! (3 uses) 🎆
Smart AI: Enemies perform evasive maneuvers + missile attacks 🤖

🎨 Professional HUD
Real-time speed/altitude/heading display 📊
RWR (Radar Warning Receiver) system 📡
Pitch ladder & roll indicator 🎯
Automatic target marking system ⭕

🎮 Controls
🖱️ Mouse: Flight control (pitch/roll)
⌨️ W/S: Throttle control
⌨️ A/D: Rudder (yaw)
🖱️ Left Click: Fire!
⌨️ R: Switch weapons
⌨️ F: Deploy flares
⌨️ G: Escape stall (hold 2 sec)

🏆 Mission
⏱️ Destroy all 4 enemy aircraft within 180 seconds!
💯 Cannon kill: 100pts | Missile kill: 100pts | Collision kill: 200pts

🔥 Pro Tips
Missile Lock: Keep target in crosshair for 3 seconds 🎯
Missile Warning: Press F immediately for flares! 🚨
Vision Darkening: Level out to recover 👁️
Over-G Warning: Don't overdo extreme maneuvers! ⚡

💻 Tech Stack
Three.js Vanilla JS Web Audio API Pointer Lock API

🎨 Power of VIBE CODING!
Complete game engine in a single JS file! 🚀

Real-time physics simulation ⚙️
Complex AI behavior patterns 🧠
Professional HUD system 📺
Immersive sound design 🔊


🎮 Play Now!
Browser only! Mouse required! 🖱️

🐛 Known issue: BGM autoplay restrictions in some browsers

#3DGame #WebGL #ThreeJS #FlightSimulator #IndieGame #WebGame

🎰 DNA CASINO: Hit the Genetic Jackpot! 🧬

🎲 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! 🎊

🎯 What's This All About?

🧬 Generate 200bp DNA Regulatory Sequences: AI-powered generation of cell-type specific synthetic biology sequences
🎰 Slot Machine UI: Watch each nucleotide (A,T,C,G) spin like real casino reels!
🔬 Real-time Protein Analysis: Instantly translate generated DNA to protein and get AI-powered structure/function analysis

💫 Key Features
1️⃣ Choose Your Cell Type (Like Casino Chips!)
🟢 K562 - Leukemia cell line
🔵 GM12878 - Lymphoblastoid cell line
🟡 HepG2 - Liver cancer cell line

2️⃣ 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! 🎪

3️⃣ AI-Powered Protein Analysis

DNA → Protein translation
Structure/function prediction via vidraft/gemma-3-r1984-27b (ranked #2 in medical reliability on FACTS Grounding Leaderboard)
Cell-type specific insights

🛠️ Tech Stack
python🎨 Frontend: HTML/CSS/JS (Pure vanilla goodness!)
🧠 Backend: Gradio + DNA-Diffusion model
🤖 AI Analysis: vidraft/gemma-3-r1984-27b
⚡ GPU Acceleration: Hugging Face Spaces GPU

🎮 How to Play

Pick your cell-type chip 🎯
Pull the lever or hit SPIN! 🎰
Watch your DNA sequence generate ✨
Check out the protein analysis 🔬

🌟 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

🚀 Try It Now!
VIDraft/DNA-CASINO

@openfree

🔥 HuggingFace Heatmap Leaderboard
Visualizing AI ecosystem activity at a glance

aiqtech/Heatmap-Leaderboard

🎯 Introduction
A leaderboard that visualizes the vibrant HuggingFace community activity through heatmaps.

✨ Key Features
📊 Real-time Tracking - Model/dataset/app releases from AI labs and developers
🏆 Auto Ranking - Rankings based on activity over the past year
🎨 Responsive UI - Unique colors per organization, mobile optimized
⚡ Auto Updates - Hourly data refresh for latest information

🌍 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

🚀 Value
Trend Analysis 📈 Real-time open source contribution insights
Inspiration 💪 Learn from other developers' activity patterns
Ecosystem Growth 🌱 Visualize AI community development

@John6666 @Nymbo @MaziyarPanahi @prithivMLmods @fffiloni @gokaygokay @enzostvs @black-forest-labs @lllyasviel @briaai @multimodalart @unsloth @Xenova @mistralai @meta-llama @facebook @openai @Anthropic @google @allenai @apple @microsoft @nvidia @CohereLabs @ibm-granite @stabilityai @huggingface @OpenEvals @HuggingFaceTB @HuggingFaceH4 @HuggingFaceM4 @HuggingFaceFW @HuggingFaceFV @open-r1 @parler-tts @nanotron @lerobot @distilbert @kakaobrain @NCSOFT @upstage @moreh @LGAI-EXAONE @naver-hyperclovax @OnomaAIResearch @kakaocorp @Baidu @PaddlePaddle @tencent @BAAI @OpenGVLab @InternLM @Skywork @MiniMaxAI @stepfun-ai @ByteDance @Bytedance Seed @bytedance-research @openbmb @THUDM @rednote-hilab @deepseek-ai @Qwen @wan-ai @XiaomiMiMo @IndexTeam @agents-course
@Agents-MCP-Hackathon @akhaliq @alexnasa @Alibaba-NLP
@ArtificialAnalysis @bartowski @bibibi12345 @calcuis
@ChenDY @city96 @Comfy-Org @fancyfeast @fal @google

🎬 How to Use Seedance, the #1 Video Generation Model, for Free

📌 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!

ginigen/Seedance-Free

Leaderboard standings:
🥇 1st: ByteDance Seedance
🥈 2nd: Google VEO3

It's called "Bytedance Seedance Video Free" and is provided by Ginigen.

💡 My Experience Using It
Key Features

Natural Physics Engine
-Realistic object movements
-Sophisticated light and shadow rendering

Fast Generation Speed
-Average 30 seconds to 1 minute completion
-No waiting - instant access

🛠️ Available Features
Text to Video
-Generate 5-second videos from text descriptions
-Multiple aspect ratio support (16:9, 9:16, 1:1, etc.)

Image to Video
-Convert static images to videos
-Supports URL input or direct upload

AI Prompt Enhancement
-AI-based prompt optimization
-Expands simple descriptions into detailed scenarios

📊 Technical Stack
Model API: Bytedance Seedance
Interface: Gradio
Prompt AI: VIDraft/Gemma-3-R1984-27B
Free API keys provided

🎯 Perfect For
Social media content creators
Marketing/advertising professionals
Video production beginners
AI technology enthusiasts

🎨 Flux-Kontext FaceLORA - AI Portrait Style Transfer

🌟 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.

ginigen/Flux-Kontext-FaceLORA

✨ Key Features

📸 Easy to Use: Upload photo → Select style → Click Generate!
🎨 7 Art Styles: Famous painter styles including Van Gogh, Monet, Renoir
🤖 Face Preservation: AI maintains your facial features while transforming the style
⚡ Fast Generation: Get results in seconds with ZeroGPU support
🎯 Custom LoRA: Use any LoRA model from HuggingFace

🖼️ Available Styles

🏯 Studio Ghibli - Whimsical anime art style
🌊 Winslow Homer - American realist watercolor
🌻 Van Gogh - Post-impressionist with swirling brushstrokes
🍎 Paul Cézanne - Geometric post-impressionist structure
🌸 Renoir - Impressionist with soft luminous light
🪷 Claude Monet - Impressionist light and color
⚔️ Fantasy Art - Epic magical character portraits

🚀 How to Use
1️⃣ Upload your portrait photo
2️⃣ Select an art style from gallery
3️⃣ Add optional description
4️⃣ Click Generate ✨ button!
💡 Pro Tips

🎭 Front-facing photos work best
🎨 Adjust Style Strength for transformation intensity
🎲 Use Randomize seed for varied results
📝 Add descriptions for more detailed outputs

🛠️ Tech Stack

Model: FLUX.1-Kontext-dev by Black Forest Labs
LoRA: Community-created style adapters
Infrastructure: Hugging Face Spaces + ZeroGPU

🎉 Start Creating Now!
Create your unique AI portrait and share it on social media! #FluxKontextFaceLORA #AIArt #PortraitTransfer

🧠 SOMA: The Core Architecture for AGI Level 1 🚀

VIDraft/SOMA-AGI

🎯 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.

📋 AGI Level 1 Core Requirements = SOMA's Perfect Implementation ✅

🎯 Planning Capability
→ Supervisor AI autonomously designs and executes comprehensive analysis roadmaps

🧩 Role Differentiation & Modularity
→ A single LLM instantly differentiates into 5 expert AIs for collaboration

🔄 Self-reflection & Feedback Loops
→ Evaluator AI continuously validates and directs improvements

🛠️ Tool-use & Autonomy
→ Full automation from web search to report generation

🎮 Long-term Agency Structure
→ Completes complex 11-stage collaborative processes end-to-end

🔷 SOMA's Three Core Structures

🧭 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.

🧩 Modular
A single LLM internally creates multiple personas:
🎯 Planner = Supervisor AI establishes strategies
💡 Creator = Presents innovative solutions
📚 Analyzer = Collects and analyzes data
⚖️ Evaluator = Performs critical assessments
📊 Executor = Final synthesis and implementation
This perfectly realizes Meta AI's proposed "World Model + Planner + Memory + Actor" structure.

🧠 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.

💫 SOMA = The Embodiment of AGI Level 1

🚀 VEO3 Real-Time: Real-time AI Video Generation with Self-Forcing

🎯 Core Innovation: Self-Forcing Technology
VEO3 Real-Time, an open-source project challenging Google's VEO3, achieves real-time video generation through revolutionary Self-Forcing technology.

Heartsync/VEO3-RealTime

⚡ 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

🎯 Open GAMMA - AI PPT Generator 'GamJa'

🚀 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! 🎉

DEMO: openfree/Open-GAMMA

✨ Key Features

🤖 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

🎨 Premium Visuals
3D style AI image generation
5 design themes (Professional, Modern, Nature, Creative, Minimal)
FLUX style diagram images
Automatic emoji bullet points

📊 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!

🔗 Try It Now
ginigen/VEO3-Directors
ginigen/VEO3-Free
ginigen/VEO3-Free-mirror

✨ Key Features
📝 Story Seed Generator

🎲 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

⚡ FusionX Enhanced Wan 2.1 I2V (14B) 🎬

🚀 Revolutionary Image-to-Video Generation Model
Generate cinematic-quality videos in just 8 steps!

Heartsync/WAN2-1-fast-T2V-FusioniX

✨ Key Features
🎯 Ultra-Fast Generation: Premium quality in just 8-10 steps
🎬 Cinematic Quality: Smooth motion with detailed textures
🔥 FusionX Technology: Enhanced with CausVid + MPS Rewards LoRA
📐 Optimized Resolution: 576×1024 default settings
⚡ 50% Speed Boost: Faster rendering compared to base models
🛠️ Technical Stack

Base Model: Wan2.1 I2V 14B
Enhancement Technologies:

🔗 CausVid LoRA (1.0 strength) - Motion modeling
🔗 MPS Rewards LoRA (0.7 strength) - Detail optimization

Scheduler: UniPC Multistep (flow_shift=8.0)
Auto Prompt Enhancement: Automatic cinematic keyword injection

🎨 How to Use

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.

🌏 Whisper-OCR Multilingual Translation Space 🚀

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.

VIDraft/voice-trans

✨ Key Features
🎤 Microphone – Record English speech → transcript + 3-language translation

🔊 Audio File – Upload English audio → transcript + translation

🎬 Video File – Auto-extract audio with FFmpeg → transcript + translation

🖼️ Image – Nanonets-OCR pulls text → translation

📄 PDF – Up to 50 pages of text & tables → translation

🔄 Realtime Mode – Flush every 10-15 s; newest lines appear at the top

🛠️ Quick Start
Click “Duplicate” to fork, or launch directly.

Pick a tab (🎤/🔊/🎬/🖼️/📄/🔄) and feed it English input.

After a few seconds, see the 📜 original and 🌐 3-language translation side by side.

⚡ Tech Stack
openai/whisper-large-v3-turbo — fast, high-accuracy ASR

Nanonets-OCR-s (+ Flash Attention 2) — document/image OCR

Gradio Blocks — clean tabbed UI

PyTorch + CUDA — auto GPU allocation & ThreadPool load balancing

📌 Notes
Translation quality depends on audio quality, lighting, and resolution.

Huge videos hit the HF Space upload cap (~2 GB).

Realtime tab requires browser microphone permission.