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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>👻 GhostPack: Veo 3-Level Video Sorcery 😈</title>
<!-- Bootstrap CSS -->
<link href="https://cdn.jsdelivr.net/npm/[email protected]/dist/css/bootstrap.min.css" rel="stylesheet" integrity="sha384-QWTKZyjpPEjISv5WaRU9OFeRpok6YctnYmDr5pNlyT2bRjXh0JMhjY6hW+ALEwIH" crossorigin="anonymous">
<!-- Animate.css -->
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/animate.css/4.1.1/animate.min.css"/>
<!-- Custom CSS -->
<link rel="stylesheet" href="style.css">
<!-- Favicon -->
<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="#demo">Demo</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="#files">Last Files</a></li>
<li class="nav-item"><a class="nav-link" href="#screenshots">Screenshots</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 GPUs ≥6GB VRAM.</p>
<div class="preview-window animate__animated animate__fadeIn animate__delay-3s">
<img src="https://huggingface.co/spaces/ghostai1/GhostPack/resolve/main/preview_mockup.png" alt="GhostPack Preview" class="img-fluid rounded">
<p class="mt-2">Preview: ghostgradio.py in action</p>
</div>
<a href="#installation" class="btn btn-ghost btn-lg animate__animated animate__pulse animate__delay-4s">Summon Now 🛠️</a>
<a href="https://github.com/ghostai1/GhostPack" class="btn btn-outline-ghost btn-lg animate__animated animate__pulse animate__delay-4s" 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 row-cols-1 row-cols-md-3 g-4">
<div class="col">
<div class="card bg-ghost-card h-100" data-bs-toggle="tooltip" title="Matches Veo 3’s photorealism">
<div class="card-body">
<h3 class="card-title">📹 Veo 3-Level AI</h3>
<p class="card-text">Hyper-realistic videos via next-frame prediction, running on 8GB RAM laptops.</p>
</div>
</div>
</div>
<div class="col">
<div class="card bg-ghost-card h-100" data-bs-toggle="tooltip" title="Blazing fast with teacache">
<div class="card-body">
<h3 class="card-title">⚡️ Phantom Speed</h3>
<p class="card-text">Teacache cuts ~40% off generation time (~12–15s/frame on RTX 3060).</p>
</div>
</div>
</div>
<div class="col">
<div class="card bg-ghost-card h-100" data-bs-toggle="tooltip" title="Optimized for budget hardware">
<div class="card-body">
<h3 class="card-title">🛠️ Laptop Domination</h3>
<p class="card-text">13B models run on GPUs with ≥6GB VRAM, tuned for RTX 3060 and beyond.</p>
</div>
</div>
</div>
</div>
</div>
</section>
<!-- Optimizations Section -->
<section id="optimizations" class="py-5 bg-light">
<div class="container">
<h2 class="text-center mb-5 animate__animated animate__fadeIn">🧙♂️ Ghostai1’s Math Sorcery</h2>
<p class="lead text-center text-dark mb-4">GhostPack’s SDK is a spectral masterpiece, conjured with ghostai1’s math optimizations to haunt any laptop with 8GB RAM.</p>
<!-- Tabs for Optimization Categories -->
<ul class="nav nav-tabs justify-content-center mb-4" id="optTab" role="tablist">
<li class="nav-item" role="presentation">
<button class="nav-link active" id="speed-tab" data-bs-toggle="tab" data-bs-target="#speed" type="button" role="tab" aria-controls="speed" aria-selected="true">⚡️ Speed</button>
</li>
<li class="nav-item" role="presentation">
<button class="nav-link" id="memory-tab" data-bs-toggle="tab" data-bs-target="#memory" type="button" role="tab" aria-controls="memory" aria-selected="false">🔮 Memory</button>
</li>
<li class="nav-item" role="presentation">
<button class="nav-link" id="compute-tab" data-bs-toggle="tab" data-bs-target="#compute" type="button" role="tab" aria-controls="compute" aria-selected="false">🧬 Compute</button>
</li>
</ul>
<div class="tab-content" id="optTabContent">
<!-- Speed Tab -->
<div class="tab-pane fade show active" id="speed" role="tabpanel" aria-labelledby="speed-tab">
<div class="row row-cols-1 row-cols-md-3 g-4 mb-4">
<div class="col">
<div class="card bg-ghost-card text-white h-100" data-bs-toggle="modal" data-bs-target="#teacacheModal">
<div class="card-body text-center">
<h3 class="card-title">🔮 Teacache</h3>
<p class="card-text">Caches diffusion states, slashing ~40% off frame time.</p>
<p><strong>Boost: 40%</strong><br>Stat: ~12s/frame on RTX 3060<br>Math: \( T_{\text{total}} \approx 0.6 \cdot T_{\text{base}} \)</p>
</div>
</div>
</div>
<div class="col">
<div class="card bg-ghost-card text-white h-100" data-bs-toggle="modal" data-bs-target="#sageModal">
<div class="card-body text-center">
<h3 class="card-title">🧙♂️ Sage-Attention</h3>
<p class="card-text">Streamlines attention layers for ~5–10% speed-up.</p>
<p><strong>Boost: 5–10%</strong><br>Stat: ~1–2s/frame saved<br>Math: \( T_{\text{attn}} \approx 0.9 \cdot T_{\text{base_attn}} \)</p>
</div>
</div>
</div>
<div class="col">
<div class="card bg-ghost-card text-white h-100" data-bs-toggle="modal" data-bs-target="#cudaModal">
<div class="card-body text-center">
<h3 class="card-title">⚡ CUDA Tweaks</h3>
<p class="card-text">Optimized allocation for ~10–15% latency cut.</p>
<p><strong>Boost: 10–15%</strong><br>Stat: ~10–15% faster<br>Math: \( L_{\text{CUDA}} \approx 0.85 \cdot L_{\text{base}} \)</p>
</div>
</div>
</div>
</div>
</div>
<!-- Memory Tab -->
<div class="tab-pane fade" id="memory" role="tabpanel" aria-labelledby="memory-tab">
<div class="row row-cols-1 row-cols-md-2 g-4 mb-4">
<div class="col">
<div class="card bg-ghost-card text-white h-100" data-bs-toggle="modal" data-bs-target="#contextModal">
<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 saved<br>Math: \( M_{\text{VRAM}} \propto O(1) \)</p>
</div>
</div>
</div>
<div class="col">
<div class="card bg-ghost-card text-white h-100" data-bs-toggle="modal" data-bs-target="#tcmallocModal">
<div class="card-body text-center">
<h3 class="card-title">💾 tcmalloc</h3>
<p class="card-text">Cuts memory overhead by ~5–20%.</p>
<p><strong>Boost: 5–20%</strong><br>Stat: ~15% CPU relief<br>Math: \( O_{\text{mem}} \approx 0.8 \cdot O_{\text{glibc}} \)</p>
</div>
</div>
</div>
</div>
</div>
<!-- Compute Tab -->
<div class="tab-pane fade" id="compute" role="tabpanel" aria-labelledby="compute-tab">
<div class="row row-cols-1 row-cols-md-1 g-4 mb-4">
<div class="col">
<div class="card bg-ghost-card text-white h-100" data-bs-toggle="modal" data-bs-target="#batchingModal">
<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>
</div>
<!-- Optimization Breakdown -->
<div class="row mt-4">
<div class="col-md-12">
<h3 class="mb-3 text-white">Optimization Breakdown</h3>
<ul class="text-white">
<li><strong>🔮 Compressed Context Packing</strong>: Collapses frame contexts into a fixed-size matrix, slashing VRAM by ~50% (\( M_{\text{VRAM}} \propto O(1) \)), enabling 60s videos on 6GB VRAM GPUs.</li>
<li><strong>🧬 Dynamic Batching</strong>: Adapts batches (2–4 frames), boosting throughput by ~30–50% (\( \text{Throughput} \propto B \)), ideal for RTX 3050.</li>
<li><strong>⚡️ Teacache Efficiency</strong>: Caches diffusion states, cutting ~40% off compute time (\( T_{\text{total}} \approx 0.6T_{\text{base}} \)), hitting ~10–15s/frame on RTX 3060.</li>
<li><strong>🧙♂️ Sage-Attention</strong>: Streamlines attention layers, saving ~5–10% time (\( T_{\text{attn}} \approx 0.9T_{\text{base_attn}} \)).</li>
<li><strong>💾 tcmalloc</strong>: Reduces memory overhead by ~5–20% (\( O_{\text{mem}} \approx 0.8O_{\text{glibc}} \)), easing CPU load by ~15%.</li>
<li><strong>⚡ CUDA Tweaks</strong>: Cuts latency by ~10–15% (\( L_{\text{CUDA}} \approx 0.85L_{\text{base}} \)) with optimized allocation.</li>
</ul>
</div>
</div>
<!-- VRAM Requirements Table -->
<div class="row mt-4">
<div class="col-md-12">
<h3 class="text-center text-white mb-3">VRAM Requirements 🖥️</h3>
<div class="table-responsive">
<table class="table table-dark table-bordered">
<thead>
<tr>
<th>GPU</th>
<th>VRAM</th>
<th>Performance</th>
<th>Notes</th>
</tr>
</thead>
<tbody>
<tr>
<td>GTX 1650</td>
<td>6GB</td>
<td>~18–25s/frame</td>
<td>Minimum, teacache recommended.</td>
</tr>
<tr>
<td>RTX 3050</td>
<td>8GB</td>
<td>~15–20s/frame</td>
<td>Balanced, batch size 2.</td>
</tr>
<tr>
<td>RTX 3060</td>
<td>12GB</td>
<td>~10–15s/frame</td>
<td>Optimal, batch size 2–4.</td>
</tr>
<tr>
<td>RTX 4090</td>
<td>24GB</td>
<td>~1.5–2.5s/frame</td>
<td>High-end, max batch size.</td>
</tr>
</tbody>
</table>
</div>
</div>
</div>
</div>
</section>
<!-- Demo Video Showcase -->
<section id="demo" class="py-5 bg-dark text-white">
<div class="container">
<h2 class="text-center mb-5 animate__animated animate__fadeIn">🎥 Demo Video Showcase</h2>
<p class="lead text-center mb-4">Witness GhostPack’s spectral video generation in action!</p>
<div class="row">
<div class="col-md-8 mx-auto">
<div class="card bg-ghost-card">
<div class="card-body text-center">
<video src="https://huggingface.co/spaces/ghostai1/GhostPack/resolve/main/demo_video.mp4" controls loop class="img-fluid rounded" style="max-height: 400px;"></video>
<p class="mt-3">Sample output from ghostgradio.py, showcasing a neon-lit spectral figure.</p>
</div>
</div>
</div>
</div>
</div>
</section>
<!-- Future Features Section -->
<section id="future" class="py-5 bg-light text-dark">
<div class="container">
<h2 class="text-center mb-5 animate__animated animate__fadeIn">🌌 Future Spectral Phantoms</h2>
<p class="lead text-center mb-4">GhostPack is brewing epic upgrades:</p>
<div class="row row-cols-1 row-cols-md-2 g-4">
<div class="col">
<div class="card bg-ghost-light h-100">
<div class="card-body">
<h3 class="card-title">🗣️ Voice Generation</h3>
<p class="card-text">AI-driven voice synthesis to narrate videos with ghostly tones, coming to ghostgradio.py.</p>
</div>
</div>
</div>
<div class="col">
<div class="card bg-ghost-light h-100">
<div class="card-body">
<h3 class="card-title">🖼️ AI Images</h3>
<p class="card-text">Generate spectral starting frames with AI-crafted images for cinematic pipelines.</p>
</div>
</div>
</div>
</div>
</div>
</section>
<!-- Installation Section -->
<section id="installation" class="py-5 bg-dark text-white">
<div class="container">
<h2 class="text-center mb-5 animate__animated animate__fadeIn">🛠️ Unleash GhostPack</h2>
<p class="lead text-center mb-4">Summon from GitHub. Requires >30GB disk space.</p>
<div class="row row-cols-1 row-cols-md-3 g-4">
<div class="col">
<div class="card bg-ghost-card h-100">
<div class="card-body">
<h3 class="card-title">🐧 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>NVIDIA GPU, 8GB RAM, Python 3.10, CUDA 12.6.</p>
</div>
</div>
</div>
<div class="col">
<div class="card bg-ghost-card h-100">
<div class="card-body">
<h3 class="card-title">🪟 Windows</h3>
<pre><code class="code-block">git clone https://github.com/ghostai1/GhostPack
cd GhostPack
install.bat</code></pre>
<p>Auto-downloads models (>30GB).</p>
</div>
</div>
</div>
<div class="col">
<div class="card bg-ghost-card h-100">
<div class="card-body">
<h3 class="card-title">🍎 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>M1/M2 support (slower).</p>
</div>
</div>
</div>
</div>
</div>
</section>
<!-- Usage Section -->
<section id="usage" class="py-5 bg-light text-dark">
<div class="container">
<h2 class="text-center mb-5 animate__animated animate__fadeIn">📹 Weave Ghostly Videos</h2>
<ol>
<li><strong>Launch Phantom GUI</strong>:
<div class="card bg-ghost-light">
<div class="card-body">
<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>
</div>
</div>
</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>
<!-- Screenshots Section -->
<section id="screenshots" class="py-5 bg-dark text-white">
<div class="container">
<h2 class="text-center mb-5 animate__animated animate__fadeIn">📸 Screenshots</h2>
<p class="lead text-center mb-4">Check out GhostPack’s spectral magic in action!</p>
<div class="row row-cols-1 row-cols-md-3 g-4">
<div class="col">
<div class="card bg-ghost-card h-100">
<div class="card-body text-center">
<img src="https://cdn-uploads.huggingface.co/production/uploads/6421b1c68adc8881b974a89d/7R4MeWxnB3D2-Lw0vxxUL.png" class="img-fluid rounded" style="max-height: 300px;">
<p class="mt-2">Main</p>
</div>
</div>
</div>
<div class="col">
<div class="card bg-ghost-card h-100">
<div class="card-body text-center">
<img src="https://cdn-uploads.huggingface.co/production/uploads/6421b1c68adc8881b974a89d/9qNVRX2eM2iCY8xQKcOwW.png
" alt="Screenshot 2" class="img-fluid rounded" style="max-height: 300px;">
<p class="mt-2">Advanced Settings</p>
</div>
</div>
</div>
<div class="col">
<div class="card bg-ghost-card h-100">
<div class="card-body text-center">
<img src="https://cdn-uploads.huggingface.co/production/uploads/6421b1c68adc8881b974a89d/--fIS9ITg4-VqN22ySoa2.png" alt="Screenshot 3" class="img-fluid rounded" style="max-height: 300px;">
<p class="mt-2">Logs</p>
</div>
</div>
</div>
</div>
<p class="text-center mt-4 text-white">Upload your screenshots to Hugging Face to replace placeholders!</p>
</div>
</section>
<!-- Last Files Section -->
<section id="files" class="py-5 bg-light text-dark">
<div class="container">
<h2 class="text-center mb-5 animate__animated animate__fadeIn">📂 Latest Conjurations</h2>
<p class="lead text-center mb-4">Explore the latest files and logs from the GhostPack repo.</p>
<div class="row row-cols-1 row-cols-md-2 g-4">
<div class="col">
<div class="card bg-ghost-light h-100">
<div class="card-body text-center">
<h3 class="card-title">📜 Latest File</h3>
<p class="card-text">Check out <code>ghostgradio.py</code>, the heart of GhostPack’s GUI.</p>
<a href="https://github.com/ghostai1/GhostPack/blob/main/ghostgradio.py" class="btn btn-ghost" target="_blank">View File</a>
</div>
</div>
</div>
<div class="col">
<div class="card bg-ghost-light h-100">
<div class="card-body text-center">
<h3 class="card-title">📋 Logs</h3>
<p class="card-text">Dive into render logs for debugging and insights.</p>
<a href="https://github.com/ghostai1/GhostPack/tree/main/outputs" class="btn btn-ghost" target="_blank">View Logs</a>
</div>
</div>
</div>
</div>
<div class="text-center mt-4">
<a href="https://github.com/ghostai1/GhostPack" class="btn btn-outline-ghost me-3" target="_blank">Refresh Repo 🔄</a>
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<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>
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<p>Teacache caches diffusion states, reducing compute by ~30–40% and slashing frame time by ~40% (~12s/frame on RTX 3060).</p>
<p><strong>Math</strong>: \( T_{\text{total}} \approx 0.6 \cdot T_{\text{base}} \).</p>
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<p>Compresses frame contexts to a fixed-size matrix, saving ~50% VRAM (~2–3GB for 60s videos).</p>
<p><strong>Math</strong>: \( M_{\text{VRAM}} \propto O(1) \).</p>
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<p>Adapts batch sizes (2–4 frames), boosting throughput by ~30–50% (~1.5x FPS).</p>
<p><strong>Math</strong>: \( \text{Throughput} \propto B \cdot \text{FPS}_{\text{base}} \).</p>
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<p>Optimizes attention layers, saving ~5–10% time (~1–2s/frame).</p>
<p><strong>Math</strong>: \( T_{\text{attn}} \approx 0.9 \cdot T_{\text{base_attn}} \).</p>
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<p>Reduces memory overhead by ~5–20%, easing CPU load by ~15%.</p>
<p><strong>Math</strong>: \( O_{\text{mem}} \approx 0.8 \cdot O_{\text{glibc}} \).</p>
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<p>Optimizes CUDA allocation, reducing latency by ~10–15%.</p>
<p><strong>Math</strong>: \( L_{\text{CUDA}} \approx 0.85 \cdot L_{\text{base}} \).</p>
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