304 lines
8.1 KiB
Markdown
304 lines
8.1 KiB
Markdown
# 🤖 Auto-Download Feature Guide
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## Overview
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The MiniMax-Remover node now includes **automatic model downloading** and **path detection**, making it incredibly easy to get started without manual setup!
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## ✨ Key Features
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### 1. **Zero-Configuration Setup**
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- Models download automatically when needed
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- Paths are detected and populated automatically
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- No manual configuration required for basic usage
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### 2. **Intelligent Path Detection**
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- Searches multiple standard locations for existing models
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- Uses the best available location automatically
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- Falls back gracefully if auto-download fails
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### 3. **Smart Caching**
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- Downloads models once and reuses them
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- Shares models across multiple ComfyUI installations
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- Efficient storage management
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## 🚀 How It Works
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### Default Experience (Recommended)
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When you first use the node:
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1. **Auto-Detection**: Node checks for existing models in standard locations
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2. **Auto-Download**: If models aren't found, automatically downloads them (~25GB)
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3. **Auto-Configure**: Paths are set automatically
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4. **Ready to Use**: Node loads and processes your video
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### Node Parameters
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The node interface now includes:
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#### **Auto-Download (Enabled by default)**
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- ✅ **`auto_download: True`** - Automatic model management
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- ❌ **`auto_download: False`** - Manual path configuration only
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#### **Path Settings (Auto by default)**
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- **`vae_path: "auto"`** - Automatically detected VAE path
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- **`transformer_path: "auto"`** - Automatically detected Transformer path
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- **`scheduler_path: "auto"`** - Automatically detected Scheduler path
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## 📁 Model Storage Locations
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The auto-download system tries these locations in order:
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### 1. **Project Directory** (Preferred)
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```
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MiniMax-Remover/
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└── models/
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├── vae/
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├── transformer/
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└── scheduler/
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```
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### 2. **ComfyUI Models Directory**
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```
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ComfyUI/
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└── models/
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├── vae/
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├── transformer/
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└── scheduler/
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```
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### 3. **User Cache Directory**
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```
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~/.cache/minimax-remover/
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└── models/
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├── vae/
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├── transformer/
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└── scheduler/
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```
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## 🎯 Usage Examples
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### Example 1: Zero-Configuration (Default)
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```python
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# Everything is automatic!
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result = minimax_node.process_video(
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images=your_video_frames,
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masks=your_masks,
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# All other parameters use smart defaults
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)
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```
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**What happens:**
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1. Node detects no models exist
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2. Automatically downloads models (~25GB, one-time)
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3. Processes your video
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4. Future runs use cached models instantly
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### Example 2: Custom Paths with Auto-Download
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```python
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# Use custom paths but still auto-download if needed
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result = minimax_node.process_video(
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images=your_video_frames,
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masks=your_masks,
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auto_download=True,
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vae_path="/my/custom/vae/path",
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transformer_path="auto", # Auto-detect transformer
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scheduler_path="auto" # Auto-detect scheduler
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)
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```
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### Example 3: Manual Configuration (Traditional)
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```python
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# Disable auto-download for full manual control
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result = minimax_node.process_video(
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images=your_video_frames,
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masks=your_masks,
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auto_download=False,
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vae_path="./models/vae/",
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transformer_path="./models/transformer/",
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scheduler_path="./models/scheduler/"
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)
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```
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## 📊 First-Time Setup Experience
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### What You'll See
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#### **Step 1: Model Detection**
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```
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🔍 Checking for MiniMax-Remover models...
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📥 Models not found locally. Starting automatic download...
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```
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#### **Step 2: Automatic Download**
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```
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🌐 Downloading MiniMax-Remover models to: ./models
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📊 Expected download size: ~25-30 GB
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⏳ This may take several minutes depending on your connection...
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```
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#### **Step 3: Download Progress**
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The download includes progress indicators and status updates.
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#### **Step 4: Auto-Configuration**
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```
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🎉 Models downloaded successfully!
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🎯 Auto-resolved paths:
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VAE: ./models/vae
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Transformer: ./models/transformer
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Scheduler: ./models/scheduler
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```
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#### **Step 5: Ready to Use**
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```
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✅ BMO MiniMax-Remover models loaded successfully!
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🚀 Running BMO MiniMax-Remover
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```
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## 🛠️ Advanced Configuration
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### Environment Variables
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You can set preferred download locations:
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```bash
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# Set custom cache directory
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export MINIMAX_CACHE_DIR="/my/preferred/cache"
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# Set custom ComfyUI models path
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export COMFYUI_MODELS_PATH="/custom/comfyui/models"
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```
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### Manual Override
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Even with auto-download enabled, you can specify exact paths:
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```python
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# Mix auto and manual paths
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result = minimax_node.process_video(
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images=your_video_frames,
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masks=your_masks,
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auto_download=True,
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vae_path="/fast/ssd/vae/", # Custom VAE location
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transformer_path="auto", # Auto-detect transformer
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scheduler_path="/shared/scheduler/" # Custom scheduler location
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)
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```
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## 🔧 Troubleshooting
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### Download Issues
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#### **Network Problems**
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```
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❌ Auto-download failed: Network connection error
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🔧 Manual download options:
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1. Run: python download_models.py
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2. Run: huggingface-cli download zibojia/minimax-remover --local-dir ./models
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3. See MODEL_DOWNLOAD_GUIDE.md for detailed instructions
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```
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**Solutions:**
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- Check internet connection
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- Try downloading manually using provided commands
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- Use VPN if behind firewall
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#### **Disk Space Issues**
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```
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❌ Auto-download failed: No space left on device
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```
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**Solutions:**
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- Free up ~30GB disk space
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- Download to external drive using custom path
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- Use manual download to specific location
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#### **Permission Issues**
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```
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❌ Auto-download failed: Permission denied
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📁 Using cache directory for models: /home/user/.cache/minimax-remover/models
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```
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**Solutions:**
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- Auto-switches to user cache directory
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- Check file permissions in project directory
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- Run with appropriate permissions
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### Path Resolution Issues
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#### **Models Not Found**
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```
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⚠️ Auto-download failed, falling back to manual paths
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❌ Missing model paths:
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VAE: ./models/vae
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```
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**Solutions:**
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- Enable auto-download: `auto_download=True`
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- Check manually downloaded model structure
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- Verify model files exist and are complete
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## 💡 Best Practices
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### For New Users
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1. **Use defaults**: Let auto-download handle everything
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2. **Stable connection**: Ensure reliable internet for first download
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3. **Sufficient space**: Have ~30GB free disk space
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### For Power Users
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1. **Share models**: Download once, symlink to multiple ComfyUI instances
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2. **SSD storage**: Place models on fast storage for better performance
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3. **Custom locations**: Use environment variables for system-wide configuration
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### For Shared Systems
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1. **Central storage**: Download to shared location accessible by all users
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2. **Symlinks**: Link to shared models instead of duplicating
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3. **Permissions**: Ensure read access for all users
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## 🔄 Migration from Manual Setup
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If you already have models downloaded manually:
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### Option 1: Let Auto-Detection Find Them
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- Models in standard locations will be found automatically
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- No migration needed
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### Option 2: Move to Standard Location
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```bash
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# Move existing models to standard location
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mv /old/path/models ./models
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```
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### Option 3: Use Custom Paths
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- Set paths to your existing model locations
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- Disable auto-download if you prefer manual control
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## 📈 Performance Benefits
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### First Run
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- **Download**: One-time ~25GB download
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- **Time**: 10-30 minutes depending on connection
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- **Storage**: ~30GB total
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### Subsequent Runs
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- **Loading**: Models load from local cache
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- **Time**: ~10-30 seconds for model loading
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- **Storage**: No additional space needed
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## 🆘 Support
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If auto-download isn't working:
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1. **Check logs**: Enable verbose logging to see detailed error messages
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2. **Try manual**: Use `python download_models.py` as fallback
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3. **Check space**: Ensure sufficient disk space
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4. **Verify connection**: Test internet connectivity
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5. **Report issues**: Include auto-download logs in bug reports
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## 🎉 Summary
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The auto-download feature makes MiniMax-Remover **plug-and-play**:
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- ✅ **Zero configuration** for most users
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- ✅ **Automatic model management**
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- ✅ **Intelligent path detection**
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- ✅ **Graceful fallbacks** when issues occur
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- ✅ **Compatible with existing setups**
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Just drag the node into ComfyUI, connect your inputs, and it works! 🚀 |