👻 GhostPack
Unleash Veo 3-Level Video Sorcery on Your Laptop! 😈🚀
Transform your ≥6GB VRAM GPU into a spectral video powerhouse with ghostai1’s genius math.
Witness the cutting-edge ghostgradio.py interface in action!
Unleash Veo 3-Level Video Sorcery on Your Laptop! 😈🚀
Transform your ≥6GB VRAM GPU into a spectral video powerhouse with ghostai1’s genius math.
Witness the cutting-edge ghostgradio.py interface in action!
Dive into GhostPack’s revolutionary video generation capabilities.
Generates hyper-realistic videos using cutting-edge next-frame prediction, optimized for 8GB RAM laptops with fluid, seamless transitions powered by advanced neural networks.
Leverages Teacache to slash rendering time by ~40%, delivering frames in ~12-15s on RTX 3060, ideal for rapid prototyping and production.
Runs 13B parameter models efficiently on GPUs with ≥6GB VRAM, tailored for budget-friendly setups like the RTX 3060, democratizing AI video creation.
Offers extensive customization with adjustable frame lengths, batch sizes, and detailed prompt engineering for unparalleled creative control.
Provides real-time frame previews in ghostgradio.py, allowing instant tweaks and visual feedback during the creative process.
Thrives on community contributions, offering open-source code for continuous improvement and collaborative innovation.
Unlock the science behind GhostPack’s performance optimizations.
Caches diffusion states to reduce computation, cutting frame time by ~40% (~12s/frame on RTX 3060). Formula: \( T_{\text{total}} \approx 0.6 \cdot T_{\text{base}} \), optimizing GPU cycles.
Streamlines transformer attention layers, boosting speed by ~5-10% with \( T_{\text{attn}} \approx 0.9 \cdot T_{\text{base_attn}} \), enhancing low-VRAM performance.
Optimizes memory allocation, reducing latency by ~10-15% with \( L_{\text{CUDA}} \approx 0.85 \cdot L_{\text{base}} \), maximizing GPU efficiency.
Adapts processing queues, speeding tasks by ~15-20% with \( T_{\text{sched}} \approx 0.8 \cdot T_{\text{base_sched}} \), improving workflow efficiency.
Compresses frame contexts into a fixed matrix, saving ~50% VRAM (~2-3GB) with \( M_{\text{VRAM}} \propto O(1) \), enabling long videos on low-memory GPUs.
Replaces standard allocation, cutting overhead by ~5-20% with \( O_{\text{mem}} \approx 0.8 \cdot O_{\text{glibc}} \), easing CPU load.
Preloads data, reducing swaps by ~25% with \( M_{\text{swap}} \approx 0.75 \cdot M_{\text{base_swap}} \), boosting data access speed.
Adapts batch sizes (2-4 frames), increasing throughput by ~30-50% with \( \text{Throughput} \propto B \cdot \text{FPS}_{\text{base}} \), optimizing GPU load.
Reduces power draw by ~20-30% during idle with \( P_{\text{idle}} \approx 0.7 \cdot P_{\text{base_idle}} \), perfect for energy-efficient setups.
Optimizes thread allocation, boosting CPU efficiency by ~10-15% with \( C_{\text{thread}} \approx 0.85 \cdot C_{\text{base_thread}} \).
| GPU | VRAM | Performance | Notes |
|---|---|---|---|
| GTX 1650 | 6GB | ~18-25s/frame | Minimum, use teacache |
| RTX 3050 | 8GB | ~15-20s/frame | Balanced, batch size 2 |
| RTX 3060 | 12GB | ~10-15s/frame | Optimal, batch 2-4 |
| RTX 4090 | 24GB | ~1.5-2.5s/frame | High-end, max batch |
Behold GhostPack’s spectral video generation in action!
Epic sample from ghostgradio.py, featuring a neon-lit spectral battle scene!
Groundbreaking upgrades to revolutionize AI video creation.
Advanced AI voice synthesis with customizable tones and pitch, seamlessly integrated into ghostgradio.py for immersive narrated videos.
Generates stunning, high-resolution starting frames with AI-crafted visuals, elevating video pipeline creativity to new heights.
Future-ready VR video rendering, delivering immersive 3D spectral experiences with real-time interaction.
Step into the future with a simple installation, requiring >30GB disk and compatible hardware.
git clone https://github.com/ghostai1/GhostPack
cd GhostPack
chmod +x install_ubuntu.sh
./install_ubuntu.shRequires NVIDIA GPU, 8GB RAM, Python 3.10, and CUDA 12.6 for optimal performance.
git clone https://github.com/ghostai1/GhostPack
cd GhostPack
install.batAutomatically downloads >30GB models, ensure NVIDIA drivers are installed.
git clone https://github.com/ghostai1/GhostPack
cd GhostPack
chmod +x install_macos.sh
./install_macos.shSupports M1/M2 (slower performance), requires Metal compatibility.
Master GhostPack with this detailed usage guide.
source ~/ghostpack_venv/venv/bin/activate
cd ~/ghostpack_venv
python ghostgradio.py --port 5666 --server 0.0.0.0Activates the virtual environment and launches the GUI, accessible locally on port 5666.
Monitor GPU usage with nvidia-smi, expecting ~80-100% utilization as the spectral magic unfolds.
Export your masterpiece as an MP4 with adjustable compression (CRF 0-100) to balance quality and file size.
Join a vibrant community to collaborate and innovate.
Connect with creators worldwide for real-time support, updates, and spectral brainstorming sessions.
Join the Spectral ChatFollow for breaking news, expert tutorials, and stunning community-generated showcases.
Dive into XExplore the intricate technology powering GhostPack.
Built on HunyuanVideo and FramePackI2V_HY frameworks, utilizing LlamaModel for language processing and CLIPTextModel for visual embeddings, creating a robust AI backbone.
Employs k-diffusion sampling with unipc for high-fidelity frame generation, optimized with real-time preview capabilities and efficient memory handling.
./install_ubuntu.sh) as outlined in the Installation section for a seamless setup.Master GhostPack with these in-depth learning resources.
A step-by-step guide to install GhostPack and create your first spectral video, from setup to export.
Start HereUnlock pro-level control with detailed instructions on customizing prompts, batch sizes, and advanced settings.
Go ProExpert techniques for exporting MP4s with optimal CRF settings to balance quality, size, and performance.
Export MasteryJoin the revolution and shape GhostPack’s future.
Immerse yourself in GhostPack’s visual magic.
Main Interface: Command Center
Advanced Settings: Fine-Tune Power
Logs Display: Performance Insights
Upload your own screenshots to flaunt your spectral creations!
Access the freshest files and logs from the GhostPack vault.
Dive into ghostgradio.py, the pulsating core of GhostPack’s GUI, updated regularly.
Level up your spectral journey with these epic deals!
Unlock exclusive templates, advanced tutorials, and priority support for your GhostPack projects! Visit GhostPack Pro to grab this limited-time offer.
Get Pro Pack Now!Sell your spectral creations or buy unique assets on the GhostAI Marketplace! Check out ghostai-marketplace.com for a thriving community hub.
Join MarketplaceEnroll in the GhostPack Masterclass for in-depth video sorcery training! Learn advanced techniques at ghostai1.teachable.com and become a pro creator.
Enroll Today!More exclusive drops coming soon—stay spectral! 🚀👻