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| <html lang="en"> | |
| <head> | |
| <meta charset="UTF-8"> | |
| <meta name="viewport" content="width=device-width, initial-scale=1.0"> | |
| <title>👻 GhostPack: Video Generation Unleashed 🚀</title> | |
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| <link rel="stylesheet" href="style.css"> | |
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| <link rel="icon" href="https://huggingface.co/spaces/ghostai1/GhostPack/resolve/main/ghostpack_logo.png"> | |
| </head> | |
| <body> | |
| <!-- Navbar --> | |
| <nav class="navbar navbar-expand-lg navbar-dark bg-dark fixed-top"> | |
| <div class="container"> | |
| <a class="navbar-brand" href="#">👻 GhostPack</a> | |
| <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarNav" aria-controls="navbarNav" aria-expanded="false" aria-label="Toggle navigation"> | |
| <span class="navbar-toggler-icon"></span> | |
| </button> | |
| <div class="collapse navbar-collapse" id="navbarNav"> | |
| <ul class="navbar-nav ms-auto"> | |
| <li class="nav-item"><a class="nav-link" href="#home">Home</a></li> | |
| <li class="nav-item"><a class="nav-link" href="#features">Features</a></li> | |
| <li class="nav-item"><a class="nav-link" href="#installation">Installation</a></li> | |
| <li class="nav-item"><a class="nav-link" href="#usage">Usage</a></li> | |
| <li class="nav-item"><a class="nav-link" href="#optimization">Optimization</a></li> | |
| <li class="nav-item"><a class="nav-link" href="#model">Model Card</a></li> | |
| </ul> | |
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| </nav> | |
| <!-- Hero Section --> | |
| <section id="home" class="hero-section text-center text-white"> | |
| <div class="container"> | |
| <h1 class="display-3 animate__animated animate__fadeIn">👻 GhostPack</h1> | |
| <p class="lead animate__animated animate__fadeIn animate__delay-1s">Next-Frame Video Generation Made Practical! 🚀</p> | |
| <a href="#installation" class="btn btn-primary btn-lg animate__animated animate__pulse animate__delay-2s">Get Started 🛠️</a> | |
| <a href="https://github.com/ghostai1/GhostPack" class="btn btn-outline-light btn-lg animate__animated animate__pulse animate__delay-2s" target="_blank">GitHub 🌟</a> | |
| </div> | |
| </section> | |
| <!-- Features Section --> | |
| <section id="features" class="py-5 bg-dark text-white"> | |
| <div class="container"> | |
| <h2 class="text-center mb-5">✨ Features</h2> | |
| <div class="row"> | |
| <div class="col-md-4 mb-4"> | |
| <div class="card bg-secondary text-white h-100"> | |
| <div class="card-body"> | |
| <h3 class="card-title">📹 Progressive Video</h3> | |
| <p class="card-text">Generate videos frame-by-frame with smooth transitions using next-frame prediction.</p> | |
| </div> | |
| </div> | |
| </div> | |
| <div class="col-md-4 mb-4"> | |
| <div class="card bg-secondary text-white h-100"> | |
| <div class="card-body"> | |
| <h3 class="card-title">⚡️ Teacache Speed</h3> | |
| <p class="card-text">~40% faster generation (~12–15s/frame on RTX 3060) with teacache optimization.</p> | |
| </div> | |
| </div> | |
| </div> | |
| <div class="col-md-4 mb-4"> | |
| <div class="card bg-secondary text-white h-100"> | |
| <div class="card-body"> | |
| <h3 class="card-title">🛠️ Laptop-Friendly</h3> | |
| <p class="card-text">Runs 13B models on GPUs with ≥6GB VRAM, perfect for RTX 3060 and above.</p> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| </section> | |
| <!-- Installation Section --> | |
| <section id="installation" class="py-5"> | |
| <div class="container"> | |
| <h2 class="text-center mb-5">🛠️ Installation</h2> | |
| <p class="text-center lead">GhostPack supports Ubuntu, Windows, and macOS. Ensure >30GB disk space for models.</p> | |
| <div class="row"> | |
| <div class="col-md-4 mb-4"> | |
| <h3>🐧 Ubuntu</h3> | |
| <pre><code>git clone https://github.com/ghostai1/GhostPack | |
| cd GhostPack | |
| chmod +x install_ubuntu.sh | |
| ./install_ubuntu.sh</code></pre> | |
| <p>Requires NVIDIA GPU, Python 3.10, CUDA 12.6.</p> | |
| </div> | |
| <div class="col-md-4 mb-4"> | |
| <h3>🪟 Windows</h3> | |
| <pre><code>git clone https://github.com/ghostai1/GhostPack | |
| cd GhostPack | |
| install_windows.bat</code></pre> | |
| <p>Models download automatically (>30GB).</p> | |
| </div> | |
| <div class="col-md-4 mb-4"> | |
| <h3>🍎 macOS</h3> | |
| <pre><code>git clone https://github.com/ghostai1/GhostPack | |
| cd GhostPack | |
| chmod +x install_macos.sh | |
| ./install_macos.sh</code></pre> | |
| <p>Limited GPU support (M1/M2 slower).</p> | |
| </div> | |
| </div> | |
| </div> | |
| </section> | |
| <!-- Usage Section --> | |
| <section id="usage" class="py-5 bg-dark text-white"> | |
| <div class="container"> | |
| <h2 class="text-center mb-5">📹 Usage</h2> | |
| <ol> | |
| <li><strong>Launch GUI Locally</strong>: | |
| <pre><code>source ~/ghostpack_venv/venv/bin/activate | |
| cd ~/ghostpack_venv | |
| python demo_gradio.py --port 5666 --server 0.0.0.0</code></pre> | |
| </li> | |
| <li><strong>Configure</strong>: | |
| <ul> | |
| <li>Upload an image.</li> | |
| <li>Enter a prompt (e.g., “The girl dances gracefully, with clear movements, full of charm”).</li> | |
| <li>Enable teacache for speed.</li> | |
| <li>Set 15fps, 5s video (~75 frames).</li> | |
| </ul> | |
| </li> | |
| <li><strong>Monitor</strong>: Use <code>nvidia-smi</code> for GPU usage (~80–100% ideal).</li> | |
| </ol> | |
| </div> | |
| </section> | |
| <!-- Optimization Section --> | |
| <section id="optimization" class="py-5"> | |
| <div class="container"> | |
| <h2 class="text-center mb-5">⚡️ Performance Optimization</h2> | |
| <ul> | |
| <li><strong>Teacache</strong>: ~40% speed-up (12–15s/frame on RTX 3060).</li> | |
| <li><strong>Sage-Attention/Xformers</strong>: 5–10% faster.</li> | |
| <li><strong>tcmalloc</strong>: 5–20% memory efficiency.</li> | |
| <li><strong>CUDA</strong>: | |
| <pre><code>export PYTORCH_CUDA_ALLOC_CONF=max_split_size_mb:128 | |
| export CUDNN_V8_API_ENABLED=1</code></pre> | |
| </li> | |
| <li><strong>GPU</strong>: | |
| <pre><code>sudo nvidia-smi -pm 1</code></pre> | |
| </li> | |
| </ul> | |
| <p>Expected: ~10–15s/frame on RTX 3060 with all tweaks.</p> | |
| </div> | |
| </section> | |
| <!-- Model Card Section --> | |
| <section id="model" class="py-5 bg-dark text-white"> | |
| <div class="container"> | |
| <h2 class="text-center mb-5">Model Card</h2> | |
| <ul> | |
| <li><strong>Model</strong>: GhostPack-F1 (13B parameters).</li> | |
| <li><strong>Repo</strong>: <a href="https://huggingface.co/spaces/ghostai1/GhostPack" target="_blank">Hugging Face</a></li> | |
| <li><strong>Files</strong>: >30GB, stored in <code>models/</code> with Git LFS.</li> | |
| <li><strong>License</strong>: Apache-2.0.</li> | |
| </ul> | |
| </div> | |
| </section> | |
| <!-- Footer --> | |
| <footer class="bg-dark text-white text-center py-3"> | |
| <p>👻 GhostPack by ghostai1 | <a href="https://github.com/ghostai1/GhostPack" target="_blank">GitHub</a> | <a href="https://huggingface.co/spaces/ghostai1/GhostPack" target="_blank">Hugging Face</a> | Apache-2.0 License</p> | |
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