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---
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---
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# Matrix-Game-2.0 Hugging Face Space Setup
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## 🚀 Quick Setup Guide
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### 1. **Create the Space**
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- Go to [Hugging Face Spaces](https://huggingface.co/spaces)
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- Click "Create new Space"
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- Choose **Gradio** as the SDK
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- **IMPORTANT**: Set Hardware to **GPU (A100)** - this is crucial!
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### 2. **Upload Files**
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Upload these three files to your Space:
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1. **app.py** - The main application (use the clean version provided)
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2. **requirements.txt** - Dependencies list (properly formatted)
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3. **README.md** - This file (optional)
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### 3. **Space Configuration**
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In your Space settings, ensure:
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- **SDK**: Gradio
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- **Hardware**: A100 GPU (required!)
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- **Visibility**: Public or Private (your choice)
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### 4. **Key Improvements Made**
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#### ✅ **Fixed Issues:**
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- Proper requirements.txt formatting (each dependency on new line)
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- Added missing dependencies (opencv, xformers, etc.)
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- Used `@spaces.GPU` decorator for proper GPU allocation
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- Simplified model downloading and setup
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- Added proper error handling and timeouts
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- Reduced frame limits for HF Spaces constraints
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#### ✅ **HF Spaces Optimizations:**
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- Pre-download model weights efficiently
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- Use temporary directories properly
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- Clean up resources after generation
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- Progress indicators for user feedback
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- GPU memory management
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### 5. **Usage Tips**
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- **First run**: Will take 2-3 minutes to download model (~10GB)
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- **Subsequent runs**: Much faster (model cached)
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- **Recommended**: 25-75 frames for reasonable generation time
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- **Input images**: Works best with landscapes/scenes, max 512px
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### 6. **Troubleshooting**
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#### If you get "CUDA out of memory":
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- Reduce number of frames (try 25-50)
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- Use smaller input images
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- Restart the Space
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#### If model download fails:
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- Check internet connection in Space logs
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- Verify you're using A100 GPU hardware
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- Try restarting the Space
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#### If generation is slow:
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- This is normal! Video generation is compute-intensive
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- A100 GPU should handle 50 frames in ~2-3 minutes
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- Consider reducing frames for faster results
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### 7. **Expected Performance**
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- **Model download**: 2-3 minutes (first time only)
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- **25 frames**: ~1 minute generation
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- **50 frames**: ~2-3 minutes generation
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- **75+ frames**: 4-5+ minutes generation
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---
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## 🎮 What is Matrix-Game-2.0?
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Matrix-Game-2.0 is an interactive world foundation model that generates real-time video content based on input images. It uses advanced diffusion techniques to create dynamic, controllable video sequences that respond to user interactions.
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**Key Features:**
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- Real-time video generation (up to 25 FPS)
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- Interactive control through keyboard/mouse inputs
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- Long video generation capability
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- Fine-grained scene control and evolution
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---
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*Built with ❤️ for the Hugging Face community*
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