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ghostai1 commited on Jun 11

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@@ -3,7 +3,7 @@
 <head>
     <meta charset="UTF-8">
     <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>👻 GhostPack: Veo 3-Level Video Sorcery on Any Laptop 😈</title>
     <!-- Bootstrap CSS -->
     <link href="https://cdn.jsdelivr.net/npm/bootstrap@5.3.3/dist/css/bootstrap.min.css" rel="stylesheet" integrity="sha384-QWTKZyjpPEjISv5WaRU9OFeRpok6YctnYmDr5pNlyT2bRjXh0JMhjY6hW+ALEwIH" crossorigin="anonymous">
     <!-- Animate.css -->
@@ -25,7 +25,8 @@
                 <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">Optimizations</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>
@@ -38,9 +39,10 @@
     <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 Magic Haunts Laptops with 8GB RAM! 😈🚀</p>
-            <a href="#installation" class="btn btn-ghost btn-lg animate__animated animate__pulse animate__delay-2s">Summon Now 🛠️</a>
-            <a href="https://github.com/ghostai1/GhostPack" class="btn btn-outline-ghost btn-lg animate__animated animate__pulse animate__delay-2s" target="_blank">GitHub 🌟</a>
         </div>
     </section>
@@ -53,7 +55,7 @@
                     <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">Outshines Veo 3 with hyper-realistic, fluid videos via next-frame prediction, running on 8GB RAM laptops.</p>
                         </div>
                     </div>
                 </div>
@@ -80,15 +82,15 @@
     <!-- Optimizations Section -->
     <section id="optimizations" class="py-5">
         <div class="container">
-            <h2 class="text-center mb-5 animate__animated animate__fadeIn">🧠 Ghostai1’s Optimization Necromancy</h2>
-            <p class="lead text-center text-white">GhostPack’s SDK is a spectral masterpiece, conjured with ghostai1’s math sorcery to haunt any laptop with 8GB RAM!</p>
-            <div class="row">
                 <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 (~12s/frame).</p>
-                            <p><strong>Boost: ~40%</strong><br>Stat: ~30–40% compute reduction</p>
                         </div>
                     </div>
                 </div>
@@ -96,8 +98,8 @@
                     <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 to constant length, saving ~50% VRAM.</p>
-                            <p><strong>Boost: ~50%</strong><br>Stat: ~2–3GB VRAM saved</p>
                         </div>
                     </div>
                 </div>
@@ -105,81 +107,92 @@
                     <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 (2–4 frames).</p>
-                            <p><strong>Boost: ~30–50%</strong><br>Stat: ~1.5x FPS</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">🛡️ Sage-Attention</h3>
-                            <p class="card-text">Optimizes attention layers for ~5–10% speed-up.</p>
-                            <p><strong>Boost: ~5–10%</strong><br>Stat: ~1–2s/frame saved</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">💾 tcmalloc</h3>
-                            <p class="card-text">Cuts memory overhead by ~5–20% for fluid performance.</p>
-                            <p><strong>Boost: ~5–20%</strong><br>Stat: ~15% CPU relief</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">🔥 CUDA Tweaks</h3>
-                            <p class="card-text">CUDA 12.6 optimizations for ~10% performance gain.</p>
-                            <p><strong>Boost: ~10%</strong><br>Stat: ~10–15% latency cut</p>
                         </div>
                     </div>
                 </div>
             </div>
-            <p class="text-center text-white">GhostPack conjures Veo 3-level videos on 8GB RAM laptops, leaving rivals in the dust! 😈</p>
         </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">🛠️ Summon the Specter</h2>
-            <p class="text-center lead">Haunt Ubuntu, Windows, or macOS with GhostPack. Needs >30GB disk space.</p>
             <div class="row">
-                <div class="col-md-4 mb-4">
                     <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>NVIDIA GPU, Python 3.10, CUDA 12.6.</p>
                 </div>
-                <div class="col-md-4 mb-4">
                     <h3>🪟 Windows</h3>
                     <pre><code class="code-block">git clone https://github.com/ghostai1/GhostPack
 cd GhostPack
-install_windows.bat</code></pre>
-                    <p>Auto-downloads models (>30GB).</p>
                 </div>
-                <div class="col-md-4 mb-4">
                     <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>M1/M2 support (slower).</p>
                 </div>
             </div>
         </div>
     </section>
     <!-- Usage Section -->
-    <section id="usage" class="py-5">
         <div class="container">
-            <h2 class="text-center mb-5 animate__animated animate__fadeIn">📹 Weave Ghostly Videos</h2>
-            <ol class="text-white">
                 <li><strong>Launch Phantom GUI</strong>:
                     <pre><code class="code-block">source ~/ghostpack_venv/venv/bin/activate
 cd ~/ghostpack_venv
@@ -188,7 +201,7 @@ python ghostgradio.py --port 5666 --server 0.0.0.0</code></pre>
                 <li><strong>Craft Spells</strong>:
                     <ul>
                         <li>Upload an image.</li>
-                        <li>Prompt: “The girl dances gracefully, with clear movements, full of charm.”</li>
                         <li>Enable teacache (⚡️ speed).</li>
                         <li>Set 15fps, 5s video (~75 frames).</li>
                     </ul>
@@ -199,10 +212,10 @@ python ghostgradio.py --port 5666 --server 0.0.0.0</code></pre>
     </section>
     <!-- Model Card Section -->
-    <section id="model" class="py-5 bg-dark text-white">
         <div class="container">
-            <h2 class="text-center mb-5 animate__animated animate__fadeIn">Spectral Grimoire</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 Spaces</a></li>
                 <li><strong>Files</strong>: >30GB, stored in <code>models/</code> with Git LFS.</li>
@@ -214,7 +227,7 @@ python ghostgradio.py --port 5666 --server 0.0.0.0</code></pre>
     <!-- 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>Conjured with 😈 hellfire and ⚡️ to haunt video generation forever!</p>
     </footer>
     <!-- Bootstrap JS -->

 <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/bootstrap@5.3.3/dist/css/bootstrap.min.css" rel="stylesheet" integrity="sha384-QWTKZyjpPEjISv5WaRU9OFeRpok6YctnYmDr5pNlyT2bRjXh0JMhjY6hW+ALEwIH" crossorigin="anonymous">
     <!-- Animate.css -->
                 <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>
     <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>
                     <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>
     <!-- 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="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="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
                 <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>
     </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>
     <!-- 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>
     <!-- Bootstrap JS -->