Update index.html

index.html

@@ -32,6 +32,7 @@
                     <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>
+                    <li class="nav-item"><a class="nav-link" href="#files">Last Files</a></li>
                 </ul>
             </div>
         </div>
@@ -43,8 +44,12 @@
             <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>
-            <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 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>
 
@@ -54,10 +59,10 @@
             <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="Rivals industry leaders like Veo 3">
+                    <div class="card bg-ghost-card h-100" data-bs-toggle="tooltip" title="Rivals Google’s Veo 3">
                         <div class="card-body">
                             <h3 class="card-title">📹 Veo 3-Level AI</h3>
-                            <p class="card-text">Hyper-realistic, fluid videos via next-frame prediction, running on 8GB RAM laptops.</p>
+                            <p class="card-text">Hyper-realistic videos via next-frame prediction, running on 8GB RAM laptops.</p>
                         </div>
                     </div>
                 </div>
@@ -65,15 +70,15 @@
                     <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 slashes ~40% off generation time (~12–15s/frame on RTX 3060).</p>
+                            <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 modest hardware">
+                    <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 haunt GPUs with ≥6GB VRAM, tuned for RTX 3060 and budget rigs.</p>
+                            <p class="card-text">13B models run on GPUs with ≥6GB VRAM, tuned for RTX 3060 and beyond.</p>
                         </div>
                     </div>
                 </div>
@@ -85,7 +90,7 @@
     <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 revolutionary math optimizations to haunt any laptop with 8GB RAM.</p>
+            <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">
@@ -175,16 +180,16 @@
             </div>
 
             <!-- Optimization Breakdown -->
-            <div class="row">
+            <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 epic 60s videos on 8GB RAM systems like GTX 1650.</li>
-                        <li><strong>🧬 Dynamic Batching</strong>: Adapts frame batches (2–4), boosting throughput by ~30–50% (\( \text{Throughput} \propto B \)), ideal for modest GPUs like RTX 3050.</li>
+                        <li><strong>🔮 Compressed Context Packing</strong>: Collapses frame contexts to 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 (\( T_{\text{attn}} \approx 0.9T_{\text{base_attn}} \)), enhancing low-VRAM performance.</li>
-                        <li><strong>💾 tcmalloc</strong>: Reduces memory overhead by ~5–20% (\( O_{\text{mem}} \approx 0.8O_{\text{glibc}} \)), easing CPU load by ~15% for fluid operation.</li>
-                        <li><strong>⚡ CUDA Tweaks</strong>: Cuts latency by ~10–15% (\( L_{\text{CUDA}} \approx 0.85L_{\text{base}} \)) with optimized memory allocation, maximizing GPU efficiency.</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>
@@ -252,13 +257,13 @@
     <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 brewing epic upgrades to haunt the AI realm:</p>
+            <p class="lead text-center">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-card h-100">
                         <div class="card-body">
                             <h3 class="card-title">🗣️ Voice Generation</h3>
-                            <p class="card-text">Soon: AI-driven voice synthesis to narrate videos with ghostly tones, integrated into ghostgradio.py.</p>
+                            <p class="card-text">AI-driven voice synthesis to narrate videos with ghostly tones, coming to ghostgradio.py.</p>
                         </div>
                     </div>
                 </div>
@@ -266,7 +271,7 @@
                     <div class="card bg-ghost-card h-100">
                         <div class="card-body">
                             <h3 class="card-title">🖼️ AI Images</h3>
-                            <p class="card-text">Future: Generate spectral starting frames with AI-crafted images for cinematic video pipelines.</p>
+                            <p class="card-text">Generate spectral starting frames with AI-crafted images for cinematic video pipelines.</p>
                         </div>
                     </div>
                 </div>
@@ -277,31 +282,43 @@
     <!-- Installation Section -->
     <section id="installation" class="py-5 bg-light">
         <div class="container">
-            <h2 class="text-center mb-5 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.</p>
+            <h2 class="text-center mb-5 animate__animated animate__fadeIn">🛠️ Unleash GhostPack</h2>
+            <p class="lead text-center text-dark 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">
-                    <h3>🐧 Ubuntu</h3>
-                    <pre><code class="code-block">git clone https://github.com/ghostai1/GhostPack
+                    <div class="card bg-ghost-light 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 class="text-dark">NVIDIA GPU, 8GB RAM, Python 3.10, CUDA 12.6.</p>
+                            <p class="text-dark">NVIDIA GPU, 8GB RAM, Python 3.10, CUDA 12.6.</p>
+                        </div>
+                    </div>
                 </div>
                 <div class="col">
-                    <h3>🪟 Windows</h3>
-                    <pre><code class="code-block">git clone https://github.com/ghostai1/GhostPack
+                    <div class="card bg-ghost-light 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 class="text-dark">Auto-downloads models (>30GB).</p>
+                            <p class="text-dark">Auto-downloads models (>30GB).</p>
+                        </div>
+                    </div>
                 </div>
                 <div class="col">
-                    <h3>🍎 macOS</h3>
-                    <pre><code class="code-block">git clone https://github.com/ghostai1/GhostPack
+                    <div class="card bg-ghost-light 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 class="text-dark">M1/M2 support (slower).</p>
+                            <p class="text-dark">M1/M2 support (slower).</p>
+                        </div>
+                    </div>
                 </div>
             </div>
         </div>
@@ -313,9 +330,13 @@ chmod +x install_macos.sh
             <h2 class="text-center mb-5 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
+                    <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>
@@ -343,6 +364,37 @@ python ghostgradio.py --port 5666 --server 0.0.0.0</code></pre>
         </div>
     </section>
 
+    <!-- Last Files Section -->
+    <section id="files" class="py-5 bg-dark text-white">
+        <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-card 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-card h-100">
+                        <div class="card-body text-center">
+                            <h3 class="card-title">📋 Logs</h3>
+                            <p class="card-text">Dive into the latest 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" target="_blank">Refresh Repo 🔄</a>
+            </div>
+        </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>
@@ -358,8 +410,8 @@ python ghostgradio.py --port 5666 --server 0.0.0.0</code></pre>
                     <button type="button" class="btn-close btn-close-white" data-bs-dismiss="modal" aria-label="Close"></button>
                 </div>
                 <div class="modal-body">
-                    <p>Teacache caches intermediate diffusion states, reducing redundant computations by ~30–40%. This slashes frame generation time by ~40%, achieving ~12s/frame on RTX 3060.</p>
-                    <p><strong>Math</strong>: \( T_{\text{total}} \approx 0.6 \cdot T_{\text{base}} \), where \( T_{\text{base}} \) is the baseline frame time.</p>
+                    <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>
                 </div>
             </div>
         </div>
@@ -372,8 +424,8 @@ python ghostgradio.py --port 5666 --server 0.0.0.0</code></pre>
                     <button type="button" class="btn-close btn-close-white" data-bs-dismiss="modal" aria-label="Close"></button>
                 </div>
                 <div class="modal-body">
-                    <p>Compresses frame contexts to a fixed-size matrix, saving ~50% VRAM (~2–3GB for 60s videos). Enables long-form content on 6GB VRAM GPUs.</p>
-                    <p><strong>Math</strong>: \( M_{\text{VRAM}} \propto O(1) \), unlike linear scaling \( O(n) \).</p>
+                    <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>
                 </div>
             </div>
         </div>
@@ -386,8 +438,8 @@ python ghostgradio.py --port 5666 --server 0.0.0.0</code></pre>
                     <button type="button" class="btn-close btn-close-white" data-bs-dismiss="modal" aria-label="Close"></button>
                 </div>
                 <div class="modal-body">
-                    <p>Adapts batch sizes (2–4 frames), boosting throughput by ~30–50% (~1.5x FPS). Scales efficiently on modest GPUs like RTX 3050.</p>
-                    <p><strong>Math</strong>: \( \text{Throughput} \propto B \cdot \text{FPS}_{\text{base}} \), where \( B \) is batch size.</p>
+                    <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>
                 </div>
             </div>
         </div>
@@ -400,7 +452,7 @@ python ghostgradio.py --port 5666 --server 0.0.0.0</code></pre>
                     <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, reducing computation time by ~5–10% (~1–2s/frame). Enhances performance on low-VRAM GPUs.</p>
+                    <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>
                 </div>
             </div>
@@ -414,7 +466,7 @@ python ghostgradio.py --port 5666 --server 0.0.0.0</code></pre>
                     <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 allocation overhead by ~5–20%, easing CPU load by ~15%. Ensures fluid operation on 8GB RAM systems.</p>
+                    <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>
                 </div>
             </div>
@@ -428,7 +480,7 @@ python ghostgradio.py --port 5666 --server 0.0.0.0</code></pre>
                     <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 memory allocation, reducing latency by ~10–15%. Maximizes GPU efficiency on RTX 3060 and beyond.</p>
+                    <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>
                 </div>
             </div>