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<!DOCTYPE html>
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>👻 GhostPack: Veo 3-Level Video Sorcery 😈</title>
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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 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="#optimizations">Math Sorcery</a></li>
<li class="nav-item"><a class="nav-link" href="#future">Future</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="#model">Model Card</a></li>
</ul>
</div>
</div>
</nav>
<!-- Hero Section -->
<section id="home" class="hero-section text-center text-white">
<div class="container">
<h1 class="display-3 animate__animated animate__zoomIn">👻 GhostPack</h1>
<p class="lead animate__animated animate__fadeIn animate__delay-1s">Veo 3-Level Video Sorcery Haunts Laptops with 8GB RAM! 😈🚀</p>
<p class="animate__animated animate__fadeIn animate__delay-2s">Unleash photorealistic videos with ghostai1’s math wizardry on any GPU ≥6GB VRAM.</p>
<a href="#installation" class="btn btn-ghost btn-lg animate__animated animate__pulse animate__delay-3s">Summon Now 🛠️</a>
<a href="https://github.com/ghostai1/GhostPack" class="btn btn-outline-ghost btn-lg animate__animated animate__pulse animate__delay-3s" 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 animate__animated animate__fadeIn">✨ Spectral Features</h2>
<div class="row">
<div class="col-md-4 mb-4">
<div class="card bg-ghost-card h-100">
<div class="card-body">
<h3 class="card-title">📹 Veo 3-Level AI</h3>
<p class="card-text">Rivals Google’s Veo 3 with hyper-realistic, fluid videos via next-frame prediction, running on 8GB RAM laptops.</p>
</div>
</div>
</div>
<div class="col-md-4 mb-4">
<div class="card bg-ghost-card h-100">
<div class="card-body">
<h3 class="card-title">⚡️ Phantom Speed</h3>
<p class="card-text">Teacache slashes ~40% off generation time (~12–15s/frame on RTX 3060) for blazing results.</p>
</div>
</div>
</div>
<div class="col-md-4 mb-4">
<div class="card bg-ghost-card h-100">
<div class="card-body">
<h3 class="card-title">🛠️ Laptop Domination</h3>
<p class="card-text">13B models haunt GPUs with ≥6GB VRAM, optimized for RTX 3060 and budget rigs with 8GB RAM.</p>
</div>
</div>
</div>
</div>
</div>
</section>
<!-- Optimizations Section -->
<section id="optimizations" class="py-5">
<div class="container">
<h2 class="text-center mb-5 animate__animated animate__fadeIn">🧠 Ghostai1’s Math Sorcery</h2>
<p class="lead text-center text-white">GhostPack’s SDK is a spectral masterpiece, conjured with ghostai1’s revolutionary math optimizations to haunt any laptop with 8GB RAM.</p>
<div class="row mb-4">
<div class="col-md-4 mb-4">
<div class="card bg-ghost-card text-white h-100">
<div class="card-body text-center">
<h3 class="card-title">🔮 Teacache</h3>
<p class="card-text">Caches diffusion states, cutting ~40% off frame time.</p>
<p><strong>Boost: ~40%</strong><br>Stat: ~30–40% compute reduction<br>Math: \( T_{\text{total}} \approx 0.6 \cdot T_{\text{base}} \)</p>
</div>
</div>
</div>
<div class="col-md-4 mb-4">
<div class="card bg-ghost-card text-white h-100">
<div class="card-body text-center">
<h3 class="card-title">🧬 Context Packing</h3>
<p class="card-text">Compresses contexts, saving ~50% VRAM.</p>
<p><strong>Boost: ~50%</strong><br>Stat: ~2–3GB VRAM saved<br>Math: \( M_{\text{VRAM}} \propto O(1) \)</p>
</div>
</div>
</div>
<div class="col-md-4 mb-4">
<div class="card bg-ghost-card text-white h-100">
<div class="card-body text-center">
<h3 class="card-title">⚡ Dynamic Batching</h3>
<p class="card-text">Adapts batches for ~30–50% throughput gain.</p>
<p><strong>Boost: ~30–50%</strong><br>Stat: ~1.5x FPS<br>Math: \( \text{Throughput} \propto B \cdot \text{FPS}_{\text{base}} \)</p>
</div>
</div>
</div>
</div>
<div class="row">
<div class="col-md-12">
<h3 class="mb-3">Math Optimization Breakdown</h3>
<ul class="text-white">
<li><strong>Compressed Context Packing</strong>: Reduces frame context to a fixed-size matrix, slashing VRAM usage by ~50% (\( M_{\text{VRAM}} \propto O(1) \)), enabling long-form videos on 8GB RAM systems.</li>
<li><strong>Dynamic Batching</strong>: Optimizes frame batching (2–4 frames), boosting throughput by ~30–50% (\( \text{Throughput} \propto B \)), perfect for modest GPUs like RTX 3050.</li>
<li><strong>Teacache Efficiency</strong>: Caches diffusion states, cutting ~40% off compute time (\( T_{\text{total}} \approx 0.6T_{\text{base}} \)), delivering ~10–15s/frame on RTX 3060.</li>
<li><strong>Sage-Attention</strong>: Streamlines attention layers, saving ~5–10% time (\( T_{\text{attn}} \approx 0.9T_{\text{base_attn}} \)), enhancing low-VRAM performance.</li>
<li><strong>tcmalloc</strong>: Cuts memory overhead by ~5–20% (\( O_{\text{mem}} \approx 0.8O_{\text{glibc}} \)), easing CPU load by ~15%.</li>
<li><strong>CUDA Tweaks</strong>: Reduces latency by ~10–15% (\( L_{\text{CUDA}} \approx 0.85L_{\text{base}} \)) with optimized memory allocation.</li>
</ul>
</div>
</div>
</div>
</section>
<!-- Future Features Section -->
<section id="future" class="py-5 bg-dark text-white">
<div class="container">
<h2 class="text-center mb-5 animate__animated animate__fadeIn">🌌 Future Spectral Phantoms</h2>
<p class="lead text-center">GhostPack is conjuring epic upgrades to haunt the AI generation realm:</p>
<div class="row">
<div class="col-md-6 mb-4">
<div class="card bg-ghost-card h-100">
<div class="card-body">
<h3 class="card-title">🗣️ Voice Generation</h3>
<p class="card-text">Coming soon: AI-driven voice synthesis to narrate your videos with spectral tones, seamlessly integrated into ghostgradio.py.</p>
</div>
</div>
</div>
<div class="col-md-6 mb-4">
<div class="card bg-ghost-card h-100">
<div class="card-body">
<h3 class="card-title">🖼️ AI Images</h3>
<p class="card-text">Future feature: Generate ghostly starting frames with AI-crafted images, powering up your video pipeline for cinematic flair.</p>
</div>
</div>
</div>
</div>
</div>
</section>
<!-- Installation Section -->
<section id="installation" class="py-5 bg-light">
<div class="container">
<h2 class="text-center mb-4 animate__animated animate__fadeIn">🛠️ Summon the Code</h2>
<p class="text-center lead text-dark">Unleash GhostPack from the GitHub repo. Requires >30GB disk space for models.</p>
<div class="row">
<div class="col-md-4 mb-3">
<h3>🐧 Ubuntu</h3>
<pre><code class="code-block">git clone https://github.com/ghostai1/GhostPack
cd GhostPack
chmod +x install_ubuntu.sh
./install_ubuntu.sh</code></pre>
<p class="text-dark">NVIDIA GPU, 8GB RAM, Python 3.10, CUDA 12.6.</p>
</div>
<div class="col-md-4 mb-3">
<h3>🪟 Windows</h3>
<pre><code class="code-block">git clone https://github.com/ghostai1/GhostPack
cd GhostPack
install.bat</code></pre>
<p class="text-dark">Auto-downloads models (>30GB).</p>
</div>
<div class="col-md-4 mb-3">
<h3>🍎 macOS</h3>
<pre><code class="code-block">git clone https://github.com/ghostai1/GhostPack
cd GhostPack
chmod +x install_macos.sh
./install_macos.sh</code></pre>
<p class="text-dark">M1/M2 support (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-4 animate__animated animate__fadeIn">📹 Weave Ghostly Videos</h2>
<ol>
<li><strong>Launch Phantom GUI</strong>:
<pre><code class="code-block">source ~/ghostpack_venv/venv/bin/activate
cd ~/ghostpack_venv
python ghostgradio.py --port 5666 --server 0.0.0.0</code></pre>
</li>
<li><strong>Craft Spells</strong>:
<ul>
<li>Upload an image.</li>
<li>Prompt: “A spectral figure glides through a neon-lit city.”</li>
<li>Enable teacache (⚡️ speed).</li>
<li>Set 15fps, 5s video (~75 frames).</li>
</ul>
</li>
<li><strong>Summon Spirits</strong>: Run <code>nvidia-smi</code> (~80–100% GPU).</li>
</ol>
</div>
</section>
<!-- Model Card Section -->
<section id="model" class="py-5">
<div class="container">
<h2 class="text-center mb-4 animate__animated animate__fadeIn">Spectral Grimoire</h2>
<ul class="text-white">
<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 Spaces</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-ghost-black text-white text-center py-4">
<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>
<p>Forged in 😈 hellfire with ⚡️ to haunt video generation forever!</p>
</footer>
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