Update index.html

index.html

@@ -28,14 +28,14 @@
                     <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="#installation">Install</a></li>
                     <li class="nav-item"><a class="nav-link" href="#usage">Usage</a></li>
                     <li class="nav-item"><a class="nav-link" href="#community">Community</a></li>
-                    <li class="nav-item"><a class="nav-link" href="#technical">Tech Deep Dive</a></li>
+                    <li class="nav-item"><a class="nav-link" href="#technical">Tech Dive</a></li>
                     <li class="nav-item"><a class="nav-link" href="#faq">FAQ</a></li>
                     <li class="nav-item"><a class="nav-link" href="#tutorials">Tutorials</a></li>
                     <li class="nav-item"><a class="nav-link" href="#contribute">Contribute</a></li>
-                    <li class="nav-item"><a class="nav-link" href="#files">Latest Files</a></li>
+                    <li class="nav-item"><a class="nav-link" href="#files">Files</a></li>
                     <li class="nav-item"><a class="nav-link" href="#screenshots">Screenshots</a></li>
                 </ul>
             </div>
@@ -46,14 +46,14 @@
     <section id="home" class="hero-section text-center text-white">
         <div class="container py-5">
             <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 for 8GB RAM Laptops! 😈🚀</p>
-            <p class="animate__animated animate__fadeIn animate__delay-2s">Unleash photorealistic videos with ghostai1’s math on ≥6GB VRAM GPUs.</p>
+            <p class="lead animate__animated animate__fadeIn animate__delay-1s">Veo 3-Level Video Sorcery for Laptops! 😈🚀</p>
+            <p class="animate__animated animate__fadeIn animate__delay-2s">Unleash stunning videos with ghostai1’s math on ≥6GB VRAM GPUs.</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 of ghostgradio.py interface and capabilities.</p>
+                <img src="https://huggingface.co/spaces/ghostai1/GhostPack/resolve/main/preview_mockup.png" alt="GhostPack Preview" class="img-fluid rounded shadow-lg">
+                <p class="mt-2 text-muted">Preview of ghostgradio.py interface and video generation.</p>
             </div>
             <div class="mt-4">
-                <a href="#installation" class="btn btn-ghost btn-lg animate__animated animate__pulse animate__delay-4s me-3">Summon Now 🛠️</a>
+                <a href="#installation" class="btn btn-ghost btn-lg animate__animated animate__pulse animate__delay-4s me-3">Get Started 🛠️</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>
         </div>
@@ -63,13 +63,13 @@
     <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>
-            <p class="lead lead-text mb-4">Discover GhostPack’s advanced video generation technology.</p>
+            <p class="lead lead-text mb-4">Explore GhostPack’s powerful video generation tools.</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">
                             <h3 class="card-title">📹 Veo 3-Level AI</h3>
-                            <p class="card-text">Generates hyper-realistic videos using next-frame prediction, optimized for 8GB RAM laptops with smooth transitions.</p>
+                            <p class="card-text">Creates hyper-realistic videos with advanced next-frame prediction, optimized for 8GB RAM laptops with seamless transitions.</p>
                         </div>
                     </div>
                 </div>
@@ -77,7 +77,7 @@
                     <div class="card bg-ghost-card h-100">
                         <div class="card-body text-center">
                             <h3 class="card-title">⚡️ Phantom Speed</h3>
-                            <p class="card-text">Teacache reduces rendering time by ~40%, achieving ~12-15s per frame on RTX 3060 for faster output.</p>
+                            <p class="card-text">Teacache boosts speed by ~40%, reducing frame time to ~12-15s on RTX 3060 for rapid rendering.</p>
                         </div>
                     </div>
                 </div>
@@ -85,7 +85,7 @@
                     <div class="card bg-ghost-card h-100">
                         <div class="card-body text-center">
                             <h3 class="card-title">🛠️ Laptop Domination</h3>
-                            <p class="card-text">Supports 13B models on GPUs with ≥6GB VRAM, tailored for budget systems like RTX 3060.</p>
+                            <p class="card-text">Supports 13B models on ≥6GB VRAM GPUs, perfect for budget setups like RTX 3060.</p>
                         </div>
                     </div>
                 </div>
@@ -93,7 +93,7 @@
                     <div class="card bg-ghost-card h-100">
                         <div class="card-body text-center">
                             <h3 class="card-title">🎛️ Custom Workflows</h3>
-                            <p class="card-text">Offers flexible settings for frame length, batch size, and custom prompts to match creative needs.</p>
+                            <p class="card-text">Customize frame length, batch size, and prompts to suit any creative vision.</p>
                         </div>
                     </div>
                 </div>
@@ -101,7 +101,7 @@
                     <div class="card bg-ghost-card h-100">
                         <div class="card-body text-center">
                             <h3 class="card-title">👁️ Live Preview</h3>
-                            <p class="card-text">Provides real-time frame previews in ghostgradio.py for immediate creative adjustments.</p>
+                            <p class="card-text">Real-time frame previews in ghostgradio.py for instant creative control.</p>
                         </div>
                     </div>
                 </div>
@@ -109,7 +109,7 @@
                     <div class="card bg-ghost-card h-100">
                         <div class="card-body text-center">
                             <h3 class="card-title">🤝 Open Source</h3>
-                            <p class="card-text">Leverages community contributions and open-source code for ongoing enhancements.</p>
+                            <p class="card-text">Powered by community contributions and open-source code for continuous improvement.</p>
                         </div>
                     </div>
                 </div>
@@ -121,7 +121,7 @@
     <section id="optimizations" class="py-5 bg-dark text-white">
         <div class="container">
             <h2 class="text-center mb-5 animate__animated animate__fadeIn">🧙‍♂️ Ghostai1’s Math Sorcery</h2>
-            <p class="lead lead-text mb-4">Optimized with advanced math for low-resource systems.</p>
+            <p class="lead lead-text mb-4">Advanced optimizations for low-resource systems.</p>
             <ul class="nav nav-tabs justify-content-center mb-4" id="optTab" role="tablist">
                 <li class="nav-item"><button class="nav-link active" id="speed-tab" data-bs-toggle="tab" data-bs-target="#speed" type="button">⚡️ Speed</button></li>
                 <li class="nav-item"><button class="nav-link" id="memory-tab" data-bs-toggle="tab" data-bs-target="#memory" type="button">🔮 Memory</button></li>
@@ -131,33 +131,33 @@
             <div class="tab-content" id="optTabContent">
                 <div class="tab-pane fade show active" id="speed" role="tabpanel">
                     <div class="row row-cols-1 row-cols-md-2 g-4">
-                        <div class="col"><div class="card bg-ghost-card"><div class="card-body"><h4>🔮 Teacache</h4><p class="lead-text">Reduces frame time by ~40% (~12s/frame on RTX 3060), \( T_{\text{total}} \approx 0.6 \cdot T_{\text{base}} \)</p></div></div></div>
-                        <div class="col"><div class="card bg-ghost-card"><div class="card-body"><h4>🧙‍♂️ Sage-Attention</h4><p class="lead-text">Improves speed by ~5-10%, \( T_{\text{attn}} \approx 0.9 \cdot T_{\text{base_attn}} \)</p></div></div></div>
-                        <div class="col"><div class="card bg-ghost-card"><div class="card-body"><h4>⚡ CUDA Tweaks</h4><p class="lead-text">Cuts latency by ~10-15%, \( L_{\text{CUDA}} \approx 0.85 \cdot L_{\text{base}} \)</p></div></div></div>
+                        <div class="col"><div class="card bg-ghost-card"><div class="card-body"><h4>🔮 Teacache</h4><p class="lead-text">Boosts speed by ~40% (~12s/frame on RTX 3060), \( T_{\text{total}} \approx 0.6 \cdot T_{\text{base}} \)</p></div></div></div>
+                        <div class="col"><div class="card bg-ghost-card"><div class="card-body"><h4>🧙‍♂️ Sage-Attention</h4><p class="lead-text">Enhances speed by ~5-10%, \( T_{\text{attn}} \approx 0.9 \cdot T_{\text{base_attn}} \)</p></div></div></div>
+                        <div class="col"><div class="card bg-ghost-card"><div class="card-body"><h4>⚡ CUDA Tweaks</h4><p class="lead-text">Reduces latency by ~10-15%, \( L_{\text{CUDA}} \approx 0.85 \cdot L_{\text{base}} \)</p></div></div></div>
                         <div class="col"><div class="card bg-ghost-card"><div class="card-body"><h4>🚀 Dynamic Scheduling</h4><p class="lead-text">Speeds tasks by ~15-20%, \( T_{\text{sched}} \approx 0.8 \cdot T_{\text{base_sched}} \)</p></div></div></div>
                     </div>
                 </div>
                 <div class="tab-pane fade" id="memory" role="tabpanel">
                     <div class="row row-cols-1 row-cols-md-2 g-4">
                         <div class="col"><div class="card bg-ghost-card"><div class="card-body"><h4>🧬 Context Packing</h4><p class="lead-text">Saves ~50% VRAM (~2-3GB), \( M_{\text{VRAM}} \propto O(1) \)</p></div></div></div>
-                        <div class="col"><div class="card bg-ghost-card"><div class="card-body"><h4>💾 tcmalloc</h4><p class="lead-text">Reduces overhead by ~5-20%, \( O_{\text{mem}} \approx 0.8 \cdot O_{\text{glibc}} \)</p></div></div></div>
-                        <div class="col"><div class="card bg-ghost-card"><div class="card-body"><h4>📦 Memory Cache</h4><p class="lead-text">Cuts swaps by ~25%, \( M_{\text{swap}} \approx 0.75 \cdot M_{\text{base_swap}} \)</p></div></div></div>
+                        <div class="col"><div class="card bg-ghost-card"><div class="card-body"><h4>💾 tcmalloc</h4><p class="lead-text">Cuts overhead by ~5-20%, \( O_{\text{mem}} \approx 0.8 \cdot O_{\text{glibc}} \)</p></div></div></div>
+                        <div class="col"><div class="card bg-ghost-card"><div class="card-body"><h4>📦 Memory Cache</h4><p class="lead-text">Reduces swaps by ~25%, \( M_{\text{swap}} \approx 0.75 \cdot M_{\text{base_swap}} \)</p></div></div></div>
                     </div>
                 </div>
                 <div class="tab-pane fade" id="compute" role="tabpanel">
                     <div class="row row-cols-1 g-4">
-                        <div class="col"><div class="card bg-ghost-card"><div class="card-body"><h4>⚡ Dynamic Batching</h4><p class="lead-text">Boosts throughput by ~30-50%, \( \text{Throughput} \propto B \cdot \text{FPS}_{\text{base}} \)</p></div></div></div>
+                        <div class="col"><div class="card bg-ghost-card"><div class="card-body"><h4>⚡ Dynamic Batching</h4><p class="lead-text">Increases throughput by ~30-50%, \( \text{Throughput} \propto B \cdot \text{FPS}_{\text{base}} \)</p></div></div></div>
                     </div>
                 </div>
                 <div class="tab-pane fade" id="efficiency" role="tabpanel">
                     <div class="row row-cols-1 row-cols-md-2 g-4">
                         <div class="col"><div class="card bg-ghost-card"><div class="card-body"><h4>🔋 Power Optimization</h4><p class="lead-text">Saves ~20-30% power, \( P_{\text{idle}} \approx 0.7 \cdot P_{\text{base_idle}} \)</p></div></div></div>
-                        <div class="col"><div class="card bg-ghost-card"><div class="card-body"><h4>🧵 Thread Tuning</h4><p class="lead-text">Enhances CPU by ~10-15%, \( C_{\text{thread}} \approx 0.85 \cdot C_{\text{base_thread}} \)</p></div></div></div>
+                        <div class="col"><div class="card bg-ghost-card"><div class="card-body"><h4>🧵 Thread Tuning</h4><p class="lead-text">Boosts CPU by ~10-15%, \( C_{\text{thread}} \approx 0.85 \cdot C_{\text{base_thread}} \)</p></div></div></div>
                     </div>
                 </div>
             </div>
             <div class="row mt-5">
-                <div class="col-md-12">
+                <div class="col-12">
                     <h3 class="text-center text-white mb-3">VRAM Requirements 🖥️</h3>
                     <div class="table-responsive">
                         <table class="table table-dark table-bordered">
@@ -179,19 +179,19 @@
     <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 lead-text mb-4 animate__animated animate__fadeIn">Witness GhostPack’s spectral video generation in action!</p>
-            <div class="row">
-                <div class="col-md-8 mx-auto">
+            <p class="lead lead-text mb-4 animate__animated animate__fadeIn">Experience GhostPack’s spectral video generation live!</p>
+            <div class="row justify-content-center">
+                <div class="col-md-8">
                     <div class="card bg-ghost-card animate__animated animate__fadeIn">
-                        <div class="card-body text-center">
-                            <img src="https://cdn-uploads.huggingface.co/production/uploads/6421b1c68adc8881b974a89d/k8pgUlg4OvdUZpbMNTcp5.gif" alt="GhostPack Demo GIF" class="img-fluid rounded" style="max-height: 400px;">
-                            <p class="mt-3">Sample output from ghostgradio.py, featuring a neon-lit spectral battle scene.</p>
+                        <div class="card-body text-center p-4">
+                            <img src="https://cdn-uploads.huggingface.co/production/uploads/6421b1c68adc8881b974a89d/k8pgUlg4OvdUZpbMNTcp5.gif" alt="GhostPack Demo GIF" class="img-fluid rounded" style="max-height: 400px; border: 2px solid #00ffcc;">
+                            <p class="mt-3">Sample output from ghostgradio.py, showcasing a dynamic neon-lit spectral battle.</p>
                         </div>
                     </div>
                 </div>
             </div>
             <div class="text-center mt-4">
-                <a href="https://github.com/ghostai1/GhostPack/blob/main/demo_videos" class="btn btn-ghost" target="_blank">More Demos 📹</a>
+                <a href="https://github.com/ghostai1/GhostPack/blob/main/demo_videos" class="btn btn-ghost" target="_blank">Explore More Demos 📹</a>
             </div>
         </div>
     </section>
@@ -200,13 +200,13 @@
     <section id="future" class="py-5 bg-ghost-alt text-dark">
         <div class="container">
             <h2 class="text-center mb-5 animate__animated animate__fadeIn">🌌 Future Spectral Phantoms</h2>
-            <p class="lead light-lead-text mb-4">Exciting upgrades to push AI video generation boundaries.</p>
+            <p class="lead light-lead-text mb-4">Innovative upgrades to redefine AI video creation.</p>
             <div class="row row-cols-1 row-cols-md-3 g-4">
                 <div class="col">
                     <div class="card bg-ghost-alt-card h-100">
                         <div class="card-body text-center">
                             <h3 class="card-title">🗣️ Voice Generation</h3>
-                            <p class="light-lead-text">AI-driven voice synthesis with customizable tones for narrated videos in ghostgradio.py.</p>
+                            <p class="light-lead-text">AI-powered voice synthesis with customizable tones, integrating seamlessly into ghostgradio.py for narrated videos.</p>
                         </div>
                     </div>
                 </div>
@@ -214,7 +214,7 @@
                     <div class="card bg-ghost-alt-card h-100">
                         <div class="card-body text-center">
                             <h3 class="card-title">🖼️ AI Images</h3>
-                            <p class="light-lead-text">Generates high-quality starting frames with AI-crafted visuals for richer video pipelines.</p>
+                            <p class="light-lead-text">Generates high-quality starting frames with AI-crafted visuals, enhancing video pipeline creativity.</p>
                         </div>
                     </div>
                 </div>
@@ -222,7 +222,7 @@
                     <div class="card bg-ghost-alt-card h-100">
                         <div class="card-body text-center">
                             <h3 class="card-title">🎮 VR Integration</h3>
-                            <p class="light-lead-text">Future support for VR video rendering, creating immersive 3D experiences.</p>
+                            <p class="light-lead-text">Upcoming VR video rendering support for immersive, 3D spectral experiences.</p>
                         </div>
                     </div>
                 </div>
@@ -234,7 +234,7 @@
     <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 lead-text mb-4">Install from GitHub, requires >30GB disk and compatible hardware.</p>
+            <p class="lead lead-text mb-4">Get started with GitHub, requires >30GB disk and compatible hardware.</p>
             <div class="row row-cols-1 row-cols-md-3 g-4">
                 <div class="col">
                     <div class="card bg-ghost-card h-100">
@@ -244,7 +244,7 @@
 cd GhostPack
 chmod +x install_ubuntu.sh
 ./install_ubuntu.sh</code></pre>
-                            <p>Requires NVIDIA GPU, 8GB RAM, Python 3.10, CUDA 12.6.</p>
+                            <p>Requires NVIDIA GPU, 8GB RAM, Python 3.10, and CUDA 12.6.</p>
                         </div>
                     </div>
                 </div>
@@ -255,7 +255,7 @@ chmod +x install_ubuntu.sh
                             <pre><code class="code-block">git clone https://github.com/ghostai1/GhostPack
 cd GhostPack
 install.bat</code></pre>
-                            <p>Auto-downloads >30GB models, needs NVIDIA drivers.</p>
+                            <p>Auto-downloads >30GB models, requires NVIDIA drivers.</p>
                         </div>
                     </div>
                 </div>
@@ -267,7 +267,7 @@ install.bat</code></pre>
 cd GhostPack
 chmod +x install_macos.sh
 ./install_macos.sh</code></pre>
-                            <p>M1/M2 support (slower), requires Metal compatibility.</p>
+                            <p>Supports M1/M2 (slower), requires Metal compatibility.</p>
                         </div>
                     </div>
                 </div>
@@ -282,7 +282,7 @@ chmod +x install_macos.sh
     <section id="usage" class="py-5 bg-dark text-white">
         <div class="container">
             <h2 class="text-center mb-5 animate__animated animate__fadeIn">📹 Weave Ghostly Videos</h2>
-            <p class="lead lead-text mb-4">Detailed steps to harness GhostPack’s video sorcery.</p>
+            <p class="lead lead-text mb-4">Step-by-step guide to mastering GhostPack’s video sorcery.</p>
             <div class="row row-cols-1 g-4">
                 <div class="col">
                     <div class="card bg-ghost-card h-100">
@@ -291,7 +291,7 @@ chmod +x install_macos.sh
                             <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>
-                            <p>Activates virtual environment and launches GUI on port 5666.</p>
+                            <p>Activates the virtual environment and starts the GUI on port 5666.</p>
                         </div>
                     </div>
                 </div>
@@ -300,10 +300,10 @@ python ghostgradio.py --port 5666 --server 0.0.0.0</code></pre>
                         <div class="card-body">
                             <h4>Craft Spells</h4>
                             <ul class="lead-text">
-                                <li>Upload an image or video frame as a starting point.</li>
-                                <li>Enter prompt: “A spectral figure glides through a neon-lit city.”</li>
-                                <li>Enable teacache for ⚡️ speed and adjust batch size for efficiency.</li>
-                                <li>Set 15fps, 5s video (~75 frames) or customize duration and frame rate.</li>
+                                <li>Upload an initial image or video frame to begin.</li>
+                                <li>Input prompt: “A spectral figure glides through a neon-lit city.”</li>
+                                <li>Enable teacache for ⚡️ speed and tweak batch size for performance.</li>
+                                <li>Configure 15fps, 5s video (~75 frames) or adjust duration and frame rate.</li>
                             </ul>
                         </div>
                     </div>
@@ -312,7 +312,7 @@ python ghostgradio.py --port 5666 --server 0.0.0.0</code></pre>
                     <div class="card bg-ghost-card h-100">
                         <div class="card-body">
                             <h4>Summon Spirits</h4>
-                            <p class="lead-text">Monitor GPU usage with <code>nvidia-smi</code>, expecting ~80-100% utilization during rendering.</p>
+                            <p class="lead-text">Track GPU usage with <code>nvidia-smi</code>, expecting ~80-100% during rendering.</p>
                         </div>
                     </div>
                 </div>
@@ -320,7 +320,7 @@ python ghostgradio.py --port 5666 --server 0.0.0.0</code></pre>
                     <div class="card bg-ghost-card h-100">
                         <div class="card-body">
                             <h4>Export Results</h4>
-                            <p class="lead-text">Save MP4 files with adjustable compression (CRF 0-100) for quality control.</p>
+                            <p class="lead-text">Export MP4 files with adjustable compression (CRF 0-100) for quality balance.</p>
                         </div>
                     </div>
                 </div>
@@ -332,13 +332,13 @@ python ghostgradio.py --port 5666 --server 0.0.0.0</code></pre>
     <section id="community" class="py-5 bg-ghost-alt text-dark">
         <div class="container">
             <h2 class="text-center mb-5 animate__animated animate__fadeIn">🤝 Community Hub</h2>
-            <p class="lead light-lead-text mb-4">Connect with the GhostPack community to share and learn.</p>
+            <p class="lead light-lead-text mb-4">Join the GhostPack community to collaborate and grow.</p>
             <div class="row row-cols-1 row-cols-md-2 g-4">
                 <div class="col">
                     <div class="card bg-ghost-alt-card h-100">
                         <div class="card-body text-center">
                             <h3 class="card-title">💬 Discord Server</h3>
-                            <p class="light-lead-text">Join for real-time support, updates, and discussions with fellow creators.</p>
+                            <p class="light-lead-text">Engage in real-time with creators for support, updates, and discussions.</p>
                             <a href="https://discord.gg/ghostpack" class="btn btn-ghost" target="_blank">Join Now</a>
                         </div>
                     </div>
@@ -347,7 +347,7 @@ python ghostgradio.py --port 5666 --server 0.0.0.0</code></pre>
                     <div class="card bg-ghost-alt-card h-100">
                         <div class="card-body text-center">
                             <h3 class="card-title">🐦 X Thread</h3>
-                            <p class="light-lead-text">Follow for the latest news, detailed tutorials, and community showcases.</p>
+                            <p class="light-lead-text">Stay updated with news, in-depth tutorials, and community highlights.</p>
                             <a href="https://x.com/search?q=ghostpack" class="btn btn-ghost" target="_blank">Visit X</a>
                         </div>
                     </div>
@@ -363,13 +363,13 @@ python ghostgradio.py --port 5666 --server 0.0.0.0</code></pre>
     <section id="technical" class="py-5 bg-dark text-white">
         <div class="container">
             <h2 class="text-center mb-5 animate__animated animate__fadeIn">🔍 Technical Deep Dive</h2>
-            <p class="lead lead-text mb-4">Explore the technical foundation of GhostPack’s engine.</p>
+            <p class="lead lead-text mb-4">Uncover the technical backbone of GhostPack’s engine.</p>
             <div class="row row-cols-1 row-cols-md-2 g-4">
                 <div class="col">
                     <div class="card bg-ghost-card h-100">
                         <div class="card-body text-center">
                             <h3 class="card-title">🛠️ Architecture</h3>
-                            <p class="lead-text">Built on HunyuanVideo and FramePackI2V_HY, using LlamaModel and CLIPTextModel for advanced embeddings and processing.</p>
+                            <p class="lead-text">Built on HunyuanVideo and FramePackI2V_HY, leveraging LlamaModel and CLIPTextModel for advanced embeddings and processing power.</p>
                         </div>
                     </div>
                 </div>
@@ -377,13 +377,13 @@ python ghostgradio.py --port 5666 --server 0.0.0.0</code></pre>
                     <div class="card bg-ghost-card h-100">
                         <div class="card-body text-center">
                             <h3 class="card-title">📊 Pipeline</h3>
-                            <p class="lead-text">Employs k-diffusion sampling with unipc for high-quality frame generation, optimized for real-time preview and efficiency.</p>
+                            <p class="lead-text">Utilizes k-diffusion sampling with unipc, optimized for real-time preview and high-quality frame generation.</p>
                         </div>
                     </div>
                 </div>
             </div>
             <div class="text-center mt-4">
-                <a href="https://github.com/ghostai1/GhostPack/wiki" class="btn btn-ghost" target="_blank">Wiki 🔗</a>
+                <a href="https://github.com/ghostai1/GhostPack/wiki" class="btn btn-ghost" target="_blank">Explore Wiki 🔗</a>
             </div>
         </div>
     </section>
@@ -394,16 +394,16 @@ python ghostgradio.py --port 5666 --server 0.0.0.0</code></pre>
             <h2 class="text-center mb-5 animate__animated animate__fadeIn">❓ Frequently Asked Questions</h2>
             <div class="accordion" id="faqAccordion">
                 <div class="accordion-item bg-ghost-alt-card">
-                    <h2 class="accordion-header"><button class="accordion-button" data-bs-toggle="collapse" data-bs-target="#faq1">What hardware is required?</button></h2>
-                    <div id="faq1" class="accordion-collapse collapse show"><div class="accordion-body light-lead-text">Minimum: 6GB VRAM GPU (e.g., GTX 1650), 8GB RAM; Optimal: 12GB VRAM (e.g., RTX 3060).</div></div>
+                    <h2 class="accordion-header"><button class="accordion-button" data-bs-toggle="collapse" data-bs-target="#faq1">What hardware is needed?</button></h2>
+                    <div id="faq1" class="accordion-collapse collapse show"><div class="accordion-body light-lead-text">Minimum: 6GB VRAM GPU (e.g., GTX 1650) and 8GB RAM; Optimal: 12GB VRAM (e.g., RTX 3060).</div></div>
                 </div>
                 <div class="accordion-item bg-ghost-alt-card">
                     <h2 class="accordion-header"><button class="accordion-button collapsed" data-bs-toggle="collapse" data-bs-target="#faq2">How do I install GhostPack?</button></h2>
-                    <div id="faq2" class="accordion-collapse collapse"><div class="accordion-body light-lead-text">Clone the repository and run the appropriate install script, e.g., <code>./install_ubuntu.sh</code>, as per the Installation section.</div></div>
+                    <div id="faq2" class="accordion-collapse collapse"><div class="accordion-body light-lead-text">Clone the repo and execute the relevant install script, e.g., <code>./install_ubuntu.sh</code>, from the Installation section.</div></div>
                 </div>
                 <div class="accordion-item bg-ghost-alt-card">
-                    <h2 class="accordion-header"><button class="accordion-button collapsed" data-bs-toggle="collapse" data-bs-target="#faq3">Can I contribute to the project?</button></h2>
-                    <div id="faq3" class="accordion-collapse collapse"><div class="accordion-body light-lead-text">Yes, check the Contributing Guidelines for details on participation.</div></div>
+                    <h2 class="accordion-header"><button class="accordion-button collapsed" data-bs-toggle="collapse" data-bs-target="#faq3">Can I contribute?</button></h2>
+                    <div id="faq3" class="accordion-collapse collapse"><div class="accordion-body light-lead-text">Absolutely, review the Contributing Guidelines for participation details.</div></div>
                 </div>
             </div>
         </div>
@@ -413,14 +413,14 @@ python ghostgradio.py --port 5666 --server 0.0.0.0</code></pre>
     <section id="tutorials" class="py-5 bg-dark text-white">
         <div class="container">
             <h2 class="text-center mb-5 animate__animated animate__fadeIn">📚 Tutorials</h2>
-            <p class="lead lead-text mb-4">Comprehensive guides to master GhostPack’s video sorcery.</p>
+            <p class="lead lead-text mb-4">In-depth guides to master GhostPack’s video sorcery.</p>
             <div class="row row-cols-1 row-cols-md-2 g-4">
                 <div class="col">
                     <div class="card bg-ghost-card h-100">
                         <div class="card-body text-center">
                             <h3 class="card-title">🎬 Getting Started</h3>
-                            <p class="lead-text">Step-by-step setup and first video creation with GhostPack.</p>
-                            <a href="https://github.com/ghostai1/GhostPack/wiki/Getting-Started" class="btn btn-ghost" target="_blank">View Tutorial</a>
+                            <p class="lead-text">Comprehensive setup guide and first video creation with GhostPack.</p>
+                            <a href="https://github.com/ghostai1/GhostPack/wiki/Getting-Started" class="btn btn-ghost" target="_blank">Start Here</a>
                         </div>
                     </div>
                 </div>
@@ -428,8 +428,8 @@ python ghostgradio.py --port 5666 --server 0.0.0.0</code></pre>
                     <div class="card bg-ghost-card h-100">
                         <div class="card-body text-center">
                             <h3 class="card-title">⚙️ Advanced Configuration</h3>
-                            <p class="lead-text">Detailed guide on customizing prompts, batch sizes, and advanced settings.</p>
-                            <a href="https://github.com/ghostai1/GhostPack/wiki/Advanced-Configuration" class="btn btn-ghost" target="_blank">View Tutorial</a>
+                            <p class="lead-text">Learn to fine-tune prompts, batch sizes, and advanced settings for pro results.</p>
+                            <a href="https://github.com/ghostai1/GhostPack/wiki/Advanced-Configuration" class="btn btn-ghost" target="_blank">Go Advanced</a>
                         </div>
                     </div>
                 </div>
@@ -437,8 +437,8 @@ python ghostgradio.py --port 5666 --server 0.0.0.0</code></pre>
                     <div class="card bg-ghost-card h-100">
                         <div class="card-body text-center">
                             <h3 class="card-title">🎥 Video Export Tips</h3>
-                            <p class="lead-text">Expert tips for exporting MP4 files with optimal CRF settings for quality and size.</p>
-                            <a href="https://github.com/ghostai1/GhostPack/wiki/Video-Export-Tips" class="btn btn-ghost" target="_blank">View Tutorial</a>
+                            <p class="lead-text">Expert advice on exporting MP4s with optimal CRF settings for quality and file size.</p>
+                            <a href="https://github.com/ghostai1/GhostPack/wiki/Video-Export-Tips" class="btn btn-ghost" target="_blank">Export Guide</a>
                         </div>
                     </div>
                 </div>
@@ -453,17 +453,17 @@ python ghostgradio.py --port 5666 --server 0.0.0.0</code></pre>
     <section id="contribute" class="py-5 bg-ghost-alt text-dark">
         <div class="container">
             <h2 class="text-center mb-5 animate__animated animate__fadeIn">🌱 Contributing Guidelines</h2>
-            <p class="lead light-lead-text mb-4">Shape GhostPack’s future with your contributions.</p>
+            <p class="lead light-lead-text mb-4">Help shape GhostPack’s future with your skills.</p>
             <div class="row">
                 <div class="col-md-12">
                     <div class="card bg-ghost-alt-card">
                         <div class="card-body text-center">
                             <h3 class="card-title">🎯 How to Contribute</h3>
                             <ul class="light-lead-text">
-                                <li>Fork the repository and create a feature branch.</li>
-                                <li>Submit pull requests with clear descriptions and code changes.</li>
-                                <li>Adhere to coding standards outlined in the wiki.</li>
-                                <li>Test modifications using ghostgradio.py before submission.</li>
+                                <li>Fork the repository and create a dedicated feature branch.</li>
+                                <li>Submit pull requests with detailed change descriptions.</li>
+                                <li>Follow coding standards detailed in the wiki.</li>
+                                <li>Thoroughly test changes with ghostgradio.py before submission.</li>
                             </ul>
                             <a href="https://github.com/ghostai1/GhostPack/blob/main/CONTRIBUTING.md" class="btn btn-ghost" target="_blank">View Guidelines</a>
                         </div>
@@ -477,34 +477,34 @@ python ghostgradio.py --port 5666 --server 0.0.0.0</code></pre>
     <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 lead-text mb-4">View GhostPack’s spectral magic in action.</p>
+            <p class="lead lead-text mb-4">Explore GhostPack’s spectral magic visually.</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/7ABE2lOA4LOUtPfh1mhxP.png" alt="Main Interface" class="img-fluid rounded" style="max-height: 300px;">
-                            <p class="mt-2">Main Interface</p>
+                            <img src="https://cdn-uploads.huggingface.co/production/uploads/6421b1c68adc8881b974a89d/7ABE2lOA4LOUtPfh1mhxP.png" alt="Main Interface" class="img-fluid rounded shadow-sm" style="max-height: 300px;">
+                            <p class="mt-2">Main Interface Overview</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="Advanced Settings" class="img-fluid rounded" style="max-height: 300px;">
-                            <p class="mt-2">Advanced Settings</p>
+                            <img src="https://cdn-uploads.huggingface.co/production/uploads/6421b1c68adc8881b974a89d/9qNVRX2eM2iCY8xQKcOwW.png" alt="Advanced Settings" class="img-fluid rounded shadow-sm" style="max-height: 300px;">
+                            <p class="mt-2">Advanced Settings Panel</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="Logs Display" class="img-fluid rounded" style="max-height: 300px;">
-                            <p class="mt-2">Logs Display</p>
+                            <img src="https://cdn-uploads.huggingface.co/production/uploads/6421b1c68adc8881b974a89d/--fIS9ITg4-VqN22ySoa2.png" alt="Logs Display" class="img-fluid rounded shadow-sm" style="max-height: 300px;">
+                            <p class="mt-2">Logs Display View</p>
                         </div>
                     </div>
                 </div>
             </div>
-            <p class="text-center mt-4 lead-text">Add more screenshots to showcase your projects!</p>
+            <p class="text-center mt-4 lead-text">Share your own screenshots to showcase your work!</p>
         </div>
     </section>
 
@@ -512,13 +512,13 @@ python ghostgradio.py --port 5666 --server 0.0.0.0</code></pre>
     <section id="files" class="py-5 bg-ghost-alt text-dark">
         <div class="container">
             <h2 class="text-center mb-5 animate__animated animate__fadeIn">📂 Latest Conjurations</h2>
-            <p class="lead light-lead-text mb-4">Explore the latest files and logs from the repo.</p>
+            <p class="lead light-lead-text mb-4">Access the latest files and logs from the repository.</p>
             <div class="row row-cols-1 row-cols-md-2 g-4">
                 <div class="col">
                     <div class="card bg-ghost-alt-card h-100">
                         <div class="card-body text-center">
                             <h3 class="card-title">📜 Latest File</h3>
-                            <p class="light-lead-text">Access <code>ghostgradio.py</code>, the core GUI script of GhostPack.</p>
+                            <p class="light-lead-text">Explore <code>ghostgradio.py</code>, the heart of GhostPack’s GUI functionality.</p>
                             <a href="https://github.com/ghostai1/GhostPack/blob/main/ghostgradio.py" class="btn btn-ghost" target="_blank">View File</a>
                         </div>
                     </div>
@@ -527,7 +527,7 @@ python ghostgradio.py --port 5666 --server 0.0.0.0</code></pre>
                     <div class="card bg-ghost-alt-card h-100">
                         <div class="card-body text-center">
                             <h3 class="card-title">📋 Logs</h3>
-                            <p class="light-lead-text">Review render logs for debugging and performance insights.</p>
+                            <p class="light-lead-text">Dive into render logs for debugging and performance analysis.</p>
                             <a href="https://github.com/ghostai1/GhostPack/tree/main/outputs" class="btn btn-ghost" target="_blank">View Logs</a>
                         </div>
                     </div>
@@ -543,39 +543,39 @@ python ghostgradio.py --port 5666 --server 0.0.0.0</code></pre>
     <!-- Footer -->
     <footer class="bg-ghost-black text-white text-center py-3">
         <p>👻 GhostPack by ghostai1 | <a href="https://github.com/ghostai1/GhostPack">GitHub</a> | <a href="https://huggingface.co/spaces/ghostai1/GhostPack">Hugging Face</a> | Apache-2.0</p>
-        <p>Created 07:09 PM CDT, June 11, 2025 😈⚡️</p>
+        <p>Created 07:20 PM CDT, June 11, 2025 😈⚡️</p>
     </footer>
 
     <!-- Modals -->
     <div class="modal fade" id="teacacheModal" tabindex="-1" aria-labelledby="teacacheModalLabel" aria-hidden="true">
-        <div class="modal-dialog modal-lg"><div class="modal-content bg-ghost-card text-white"><div class="modal-header"><h5 class="modal-title" id="teacacheModalLabel">🔮 Teacache</h5><button type="button" class="btn-close btn-close-white" data-bs-dismiss="modal" aria-label="Close"></button></div><div class="modal-body"><p>Cuts frame generation time by ~40% (~12s/frame on RTX 3060) by caching diffusion states, \( T_{\text{total}} \approx 0.6 \cdot T_{\text{base}} \).</p></div></div></div>
+        <div class="modal-dialog modal-lg"><div class="modal-content bg-ghost-card text-white"><div class="modal-header"><h5 class="modal-title" id="teacacheModalLabel">🔮 Teacache</h5><button type="button" class="btn-close btn-close-white" data-bs-dismiss="modal" aria-label="Close"></button></div><div class="modal-body"><p>Enhances performance by caching diffusion states, reducing frame time by ~40% (~12s/frame on RTX 3060), calculated as \( T_{\text{total}} \approx 0.6 \cdot T_{\text{base}} \).</p></div></div></div>
     </div>
     <div class="modal fade" id="contextModal" tabindex="-1" aria-labelledby="contextModalLabel" aria-hidden="true">
-        <div class="modal-dialog modal-lg"><div class="modal-content bg-ghost-card text-white"><div class="modal-header"><h5 class="modal-title" id="contextModalLabel">🧬 Context Packing</h5><button type="button" class="btn-close btn-close-white" data-bs-dismiss="modal" aria-label="Close"></button></div><div class="modal-body"><p>Reduces VRAM usage by ~50% (~2-3GB for 60s video) with fixed-size matrix compression, \( M_{\text{VRAM}} \propto O(1) \).</p></div></div></div>
+        <div class="modal-dialog modal-lg"><div class="modal-content bg-ghost-card text-white"><div class="modal-header"><h5 class="modal-title" id="contextModalLabel">🧬 Context Packing</h5><button type="button" class="btn-close btn-close-white" data-bs-dismiss="modal" aria-label="Close"></button></div><div class="modal-body"><p>Optimizes memory by compressing contexts into a fixed matrix, saving ~50% VRAM (~2-3GB for 60s video), with \( M_{\text{VRAM}} \propto O(1) \).</p></div></div></div>
     </div>
     <div class="modal fade" id="batchingModal" tabindex="-1" aria-labelledby="batchingModalLabel" aria-hidden="true">
-        <div class="modal-dialog modal-lg"><div class="modal-content bg-ghost-card text-white"><div class="modal-header"><h5 class="modal-title" id="batchingModalLabel">⚡ Dynamic Batching</h5><button type="button" class="btn-close btn-close-white" data-bs-dismiss="modal" aria-label="Close"></button></div><div class="modal-body"><p>Increases throughput by ~30-50% with adaptive batch sizes (2-4 frames), \( \text{Throughput} \propto B \cdot \text{FPS}_{\text{base}} \).</p></div></div></div>
+        <div class="modal-dialog modal-lg"><div class="modal-content bg-ghost-card text-white"><div class="modal-header"><h5 class="modal-title" id="batchingModalLabel">⚡ Dynamic Batching</h5><button type="button" class="btn-close btn-close-white" data-bs-dismiss="modal" aria-label="Close"></button></div><div class="modal-body"><p>Improves efficiency with adaptive batching (2-4 frames), boosting throughput by ~30-50%, where \( \text{Throughput} \propto B \cdot \text{FPS}_{\text{base}} \).</p></div></div></div>
     </div>
     <div class="modal fade" id="sageModal" tabindex="-1" aria-labelledby="sageModalLabel" aria-hidden="true">
-        <div class="modal-dialog modal-lg"><div class="modal-content bg-ghost-card text-white"><div class="modal-header"><h5 class="modal-title" id="sageModalLabel">🧙‍♂️ Sage-Attention</h5><button type="button" class="btn-close btn-close-white" data-bs-dismiss="modal" aria-label="Close"></button></div><div class="modal-body"><p>Optimizes attention layers for ~5-10% time savings, \( T_{\text{attn}} \approx 0.9 \cdot T_{\text{base_attn}} \).</p></div></div></div>
+        <div class="modal-dialog modal-lg"><div class="modal-content bg-ghost-card text-white"><div class="modal-header"><h5 class="modal-title" id="sageModalLabel">🧙‍♂️ Sage-Attention</h5><button type="button" class="btn-close btn-close-white" data-bs-dismiss="modal" aria-label="Close"></button></div><div class="modal-body"><p>Streamlines attention layers, saving ~5-10% processing time, expressed as \( T_{\text{attn}} \approx 0.9 \cdot T_{\text{base_attn}} \).</p></div></div></div>
     </div>
     <div class="modal fade" id="tcmallocModal" tabindex="-1" aria-labelledby="tcmallocModalLabel" aria-hidden="true">
-        <div class="modal-dialog modal-lg"><div class="modal-content bg-ghost-card text-white"><div class="modal-header"><h5 class="modal-title" id="tcmallocModalLabel">💾 tcmalloc</h5><button type="button" class="btn-close btn-close-white" data-bs-dismiss="modal" aria-label="Close"></button></div><div class="modal-body"><p>Reduces memory overhead by ~5-20% with efficient allocation, \( O_{\text{mem}} \approx 0.8 \cdot O_{\text{glibc}} \).</p></div></div></div>
+        <div class="modal-dialog modal-lg"><div class="modal-content bg-ghost-card text-white"><div class="modal-header"><h5 class="modal-title" id="tcmallocModalLabel">💾 tcmalloc</h5><button type="button" class="btn-close btn-close-white" data-bs-dismiss="modal" aria-label="Close"></button></div><div class="modal-body"><p>Enhances memory management, reducing overhead by ~5-20%, with \( O_{\text{mem}} \approx 0.8 \cdot O_{\text{glibc}} \).</p></div></div></div>
     </div>
     <div class="modal fade" id="cudaModal" tabindex="-1" aria-labelledby="cudaModalLabel" aria-hidden="true">
-        <div class="modal-dialog modal-lg"><div class="modal-content bg-ghost-card text-white"><div class="modal-header"><h5 class="modal-title" id="cudaModalLabel">⚡ CUDA Tweaks</h5><button type="button" class="btn-close btn-close-white" data-bs-dismiss="modal" aria-label="Close"></button></div><div class="modal-body"><p>Lowers latency by ~10-15% with optimized memory, \( L_{\text{CUDA}} \approx 0.85 \cdot L_{\text{base}} \).</p></div></div></div>
+        <div class="modal-dialog modal-lg"><div class="modal-content bg-ghost-card text-white"><div class="modal-header"><h5 class="modal-title" id="cudaModalLabel">⚡ CUDA Tweaks</h5><button type="button" class="btn-close btn-close-white" data-bs-dismiss="modal" aria-label="Close"></button></div><div class="modal-body"><p>Optimizes CUDA allocation, cutting latency by ~10-15%, where \( L_{\text{CUDA}} \approx 0.85 \cdot L_{\text{base}} \).</p></div></div></div>
     </div>
     <div class="modal fade" id="dynamicModal" tabindex="-1" aria-labelledby="dynamicModalLabel" aria-hidden="true">
-        <div class="modal-dialog modal-lg"><div class="modal-content bg-ghost-card text-white"><div class="modal-header"><h5 class="modal-title" id="dynamicModalLabel">🚀 Dynamic Scheduling</h5><button type="button" class="btn-close btn-close-white" data-bs-dismiss="modal" aria-label="Close"></button></div><div class="modal-body"><p>Reduces task time by ~15-20% with adaptive queues, \( T_{\text{sched}} \approx 0.8 \cdot T_{\text{base_sched}} \).</p></div></div></div>
+        <div class="modal-dialog modal-lg"><div class="modal-content bg-ghost-card text-white"><div class="modal-header"><h5 class="modal-title" id="dynamicModalLabel">🚀 Dynamic Scheduling</h5><button type="button" class="btn-close btn-close-white" data-bs-dismiss="modal" aria-label="Close"></button></div><div class="modal-body"><p>Adapts queues to reduce task time by ~15-20%, calculated as \( T_{\text{sched}} \approx 0.8 \cdot T_{\text{base_sched}} \).</p></div></div></div>
     </div>
     <div class="modal fade" id="cacheModal" tabindex="-1" aria-labelledby="cacheModalLabel" aria-hidden="true">
-        <div class="modal-dialog modal-lg"><div class="modal-content bg-ghost-card text-white"><div class="modal-header"><h5 class="modal-title" id="cacheModalLabel">📦 Memory Cache</h5><button type="button" class="btn-close btn-close-white" data-bs-dismiss="modal" aria-label="Close"></button></div><div class="modal-body"><p>Decreases swaps by ~25% with data preloading, \( M_{\text{swap}} \approx 0.75 \cdot M_{\text{base_swap}} \).</p></div></div></div>
+        <div class="modal-dialog modal-lg"><div class="modal-content bg-ghost-card text-white"><div class="modal-header"><h5 class="modal-title" id="cacheModalLabel">📦 Memory Cache</h5><button type="button" class="btn-close btn-close-white" data-bs-dismiss="modal" aria-label="Close"></button></div><div class="modal-body"><p>Preloads data to cut swaps by ~25%, with \( M_{\text{swap}} \approx 0.75 \cdot M_{\text{base_swap}} \).</p></div></div></div>
     </div>
     <div class="modal fade" id="powerModal" tabindex="-1" aria-labelledby="powerModalLabel" aria-hidden="true">
-        <div class="modal-dialog modal-lg"><div class="modal-content bg-ghost-card text-white"><div class="modal-header"><h5 class="modal-title" id="powerModalLabel">🔋 Power Optimization</h5><button type="button" class="btn-close btn-close-white" data-bs-dismiss="modal" aria-label="Close"></button></div><div class="modal-body"><p>Saves ~20-30% power during idle, \( P_{\text{idle}} \approx 0.7 \cdot P_{\text{base_idle}} \).</p></div></div></div>
+        <div class="modal-dialog modal-lg"><div class="modal-content bg-ghost-card text-white"><div class="modal-header"><h5 class="modal-title" id="powerModalLabel">🔋 Power Optimization</h5><button type="button" class="btn-close btn-close-white" data-bs-dismiss="modal" aria-label="Close"></button></div><div class="modal-body"><p>Reduces power draw by ~20-30% during idle, expressed as \( P_{\text{idle}} \approx 0.7 \cdot P_{\text{base_idle}} \).</p></div></div></div>
     </div>
     <div class="modal fade" id="threadModal" tabindex="-1" aria-labelledby="threadModalLabel" aria-hidden="true">
-        <div class="modal-dialog modal-lg"><div class="modal-content bg-ghost-card text-white"><div class="modal-header"><h5 class="modal-title" id="threadModalLabel">🧵 Thread Tuning</h5><button type="button" class="btn-close btn-close-white" data-bs-dismiss="modal" aria-label="Close"></button></div><div class="modal-body"><p>Boosts CPU efficiency by ~10-15%, \( C_{\text{thread}} \approx 0.85 \cdot C_{\text{base_thread}} \).</p></div></div></div>
+        <div class="modal-dialog modal-lg"><div class="modal-content bg-ghost-card text-white"><div class="modal-header"><h5 class="modal-title" id="threadModalLabel">🧵 Thread Tuning</h5><button type="button" class="btn-close btn-close-white" data-bs-dismiss="modal" aria-label="Close"></button></div><div class="modal-body"><p>Optimizes threads for ~10-15% CPU efficiency, \( C_{\text{thread}} \approx 0.85 \cdot C_{\text{base_thread}} \).</p></div></div></div>
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