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@@ -117,70 +117,70 @@
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  </div>
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  </section>
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- <!-- Optimizations Section -->
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- <section id="optimizations" class="py-5 bg-dark text-white">
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- <div class="container">
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- <h2 class="text-center mb-5 animate__animated animate__fadeIn">๐Ÿง™โ€โ™‚๏ธ Ghostai1โ€™s Math Sorcery</h2>
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- <p class="lead lead-text mb-4">GhostPackโ€™s SDK is a spectral masterpiece, optimized with ghostai1โ€™s revolutionary math to dominate low-resource systems.</p>
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-
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- <!-- Tabs for Optimization Categories -->
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- <ul class="nav nav-tabs justify-content-center mb-4" id="optTab" role="tablist">
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- <li class="nav-item" role="presentation">
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- <button class="nav-link active" id="speed-tab" data-bs-toggle="tab" data-bs-target="#speed" type="button" role="tab" aria-controls="speed" aria-selected="true">โšก๏ธ Speed</button>
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- </li>
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- <li class="nav-item" role="presentation">
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- <button class="nav-link" id="memory-tab" data-bs-toggle="tab" data-bs-target="#memory" type="button" role="tab" aria-controls="memory" aria-selected="false">๐Ÿ”ฎ Memory</button>
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- </li>
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- <li class="nav-item" role="presentation">
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- <button class="nav-link" id="compute-tab" data-bs-toggle="tab" data-bs-target="#compute" type="button" role="tab" aria-controls="compute" aria-selected="false">๐Ÿงฌ Compute</button>
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- </li>
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- <li class="nav-item" role="presentation">
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- <button class="nav-link" id="efficiency-tab" data-bs-toggle="tab" data-bs-target="#efficiency" type="button" role="tab" aria-controls="efficiency" aria-selected="false">๐ŸŒŒ Efficiency</button>
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- </li>
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- </ul>
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- <div class="tab-content" id="optTabContent">
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- <!-- Speed Tab -->
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- <div class="tab-pane fade show active" id="speed" role="tabpanel" aria-labelledby="speed-tab">
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- <div class="row row-cols-1 row-cols-md-3 g-4 mb-4">
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- <div class="col">
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- <div class="card bg-ghost-card h-100" data-bs-toggle="modal" data-bs-target="#teacacheModal">
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- <div class="card-body text-center">
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- <h3 class="card-title">๐Ÿ”ฎ Teacache</h3>
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- <p class="card-text">Caches diffusion states, slashing ~40% off frame time.</p>
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- <p><strong>Boost: 40%</strong><br>Stat: ~12s/frame on RTX 3060<br>Math: \( T_{\text{total}} \approx 0.6 \cdot T_{\text{base}} \)</p>
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- </div>
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  </div>
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  </div>
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- <div class="col">
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- <div class="card bg-ghost-card h-100" data-bs-toggle="modal" data-bs-target="#sageModal">
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- <div class="card-body text-center">
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- <h3 class="card-title">๐Ÿง™โ€โ™‚๏ธ Sage-Attention</h3>
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- <p class="card-text">Streamlines attention layers for ~5โ€“10% speed-up.</p>
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- <p><strong>Boost: 5โ€“10%</strong><br>Stat: ~1โ€“2s/frame saved<br>Math: \( T_{\text{attn}} \approx 0.9 \cdot T_{\text{base_attn}} \)</p>
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- </div>
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  </div>
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  </div>
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- <div class="col">
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- <div class="card bg-ghost-card h-100" data-bs-toggle="modal" data-bs-target="#cudaModal">
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- <div class="card-body text-center">
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- <h3 class="card-title">โšก CUDA Tweaks</h3>
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- <p class="card-text">Optimized allocation for ~10โ€“15% latency cut.</p>
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- <p><strong>Boost: 10โ€“15%</strong><br>Stat: ~10โ€“15% faster<br>Math: \( L_{\text{CUDA}} \approx 0.85 \cdot L_{\text{base}} \)</p>
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- </div>
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  </div>
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  </div>
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- <div class="col">
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- <div class="card bg-ghost-card h-100" data-bs-toggle="modal" data-bs-target="#dynamicModal">
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- <div class="card-body text-center">
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- <h3 class="card-title">๐Ÿš€ Dynamic Scheduling</h3>
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- <p class="card-text">Adapts processing queues for ~15โ€“20% faster task completion.</p>
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- <p><strong>Boost: 15โ€“20%</strong><br>Stat: ~2โ€“3s/task saved<br>Math: \( T_{\text{sched}} \approx 0.8 \cdot T_{\text{base_sched}} \)</p>
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- </div>
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  </div>
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  </div>
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  </div>
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  </div>
 
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  <!-- Memory Tab -->
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  <div class="tab-pane fade" id="memory" role="tabpanel" aria-labelledby="memory-tab">
 
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  </div>
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  </section>
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+ <!-- Optimizations Section -->
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+ <section id="optimizations" class="py-5 bg-dark text-white">
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+ <div class="container">
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+ <h2 class="text-center mb-5 animate__animated animate__fadeIn">๐Ÿง™โ€โ™‚๏ธ Ghostai1โ€™s Math Sorcery</h2>
124
+ <p class="lead lead-text mb-4">GhostPackโ€™s SDK is a spectral masterpiece, optimized with ghostai1โ€™s revolutionary math to dominate low-resource systems.</p>
125
+
126
+ <!-- Tabs for Optimization Categories -->
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+ <ul class="nav nav-tabs justify-content-center mb-4" id="optTab" role="tablist">
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+ <li class="nav-item" role="presentation">
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+ <button class="nav-link active" id="speed-tab" data-bs-toggle="tab" data-bs-target="#speed" type="button" role="tab" aria-controls="speed" aria-selected="true">โšก๏ธ Speed</button>
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+ </li>
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+ <li class="nav-item" role="presentation">
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+ <button class="nav-link" id="memory-tab" data-bs-toggle="tab" data-bs-target="#memory" type="button" role="tab" aria-controls="memory" aria-selected="false">๐Ÿ”ฎ Memory</button>
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+ </li>
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+ <li class="nav-item" role="presentation">
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+ <button class="nav-link" id="compute-tab" data-bs-toggle="tab" data-bs-target="#compute" type="button" role="tab" aria-controls="compute" aria-selected="false">๐Ÿงฌ Compute</button>
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+ </li>
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+ <li class="nav-item" role="presentation">
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+ <button class="nav-link" id="efficiency-tab" data-bs-toggle="tab" data-bs-target="#efficiency" type="button" role="tab" aria-controls="efficiency" aria-selected="false">๐ŸŒŒ Efficiency</button>
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+ </li>
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+ </ul>
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+ <div class="tab-content" id="optTabContent">
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+ <!-- Speed Tab -->
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+ <div class="tab-pane fade show active" id="speed" role="tabpanel" aria-labelledby="speed-tab">
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+ <div class="row row-cols-1 row-cols-md-2 g-4 mb-4">
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+ <div class="col">
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+ <div class="card bg-ghost-card h-100" data-bs-toggle="modal" data-bs-target="#teacacheModal">
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+ <div class="card-body text-center">
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+ <h3 class="card-title">๐Ÿ”ฎ Teacache</h3>
150
+ <p class="lead-text">Caches diffusion states, slashing ~40% off frame time.</p>
151
+ <p class="lead-text"><strong>Boost:</strong> 40% | <strong>Stat:</strong> ~12s/frame on RTX 3060 | <strong>Math:</strong> \( T_{\text{total}} \approx 0.6 \cdot T_{\text{base}} \)</p>
 
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  </div>
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  </div>
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+ </div>
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+ <div class="col">
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+ <div class="card bg-ghost-card h-100" data-bs-toggle="modal" data-bs-target="#sageModal">
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+ <div class="card-body text-center">
158
+ <h3 class="card-title">๐Ÿง™โ€โ™‚๏ธ Sage-Attention</h3>
159
+ <p class="lead-text">Streamlines attention layers for ~5โ€“10% speed-up.</p>
160
+ <p class="lead-text"><strong>Boost:</strong> 5โ€“10% | <strong>Stat:</strong> ~1โ€“2s/frame saved | <strong>Math:</strong> \( T_{\text{attn}} \approx 0.9 \cdot T_{\text{base_attn}} \)</p>
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  </div>
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  </div>
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+ </div>
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+ <div class="col">
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+ <div class="card bg-ghost-card h-100" data-bs-toggle="modal" data-bs-target="#cudaModal">
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+ <div class="card-body text-center">
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+ <h3 class="card-title">โšก CUDA Tweaks</h3>
168
+ <p class="lead-text">Optimized allocation for ~10โ€“15% latency cut.</p>
169
+ <p class="lead-text"><strong>Boost:</strong> 10โ€“15% | <strong>Stat:</strong> ~10โ€“15% faster | <strong>Math:</strong> \( L_{\text{CUDA}} \approx 0.85 \cdot L_{\text{base}} \)</p>
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  </div>
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  </div>
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+ </div>
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+ <div class="col">
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+ <div class="card bg-ghost-card h-100" data-bs-toggle="modal" data-bs-target="#dynamicModal">
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+ <div class="card-body text-center">
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+ <h3 class="card-title">๐Ÿš€ Dynamic Scheduling</h3>
177
+ <p class="lead-text">Adapts processing queues for ~15โ€“20% faster task completion.</p>
178
+ <p class="lead-text"><strong>Boost:</strong> 15โ€“20% | <strong>Stat:</strong> ~2โ€“3s/task saved | <strong>Math:</strong> \( T_{\text{sched}} \approx 0.8 \cdot T_{\text{base_sched}} \)</p>
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  </div>
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  </div>
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  </div>
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  </div>
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+ </div>
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  <!-- Memory Tab -->
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  <div class="tab-pane fade" id="memory" role="tabpanel" aria-labelledby="memory-tab">