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<title>👻 GhostPack: Veo 3-Level Video Sorcery 😈</title> | |
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<a class="navbar-brand" href="#">👻 GhostPack</a> | |
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<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> | |
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<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> | |
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<h2 class="text-center mb-5 animate__animated animate__fadeIn">✨ Spectral Features</h2> | |
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<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> | |
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<h3 class="card-title">⚡️ Phantom Speed</h3> | |
<p class="card-text">Teacache slashes ~40% off generation time (~12–15s/frame on RTX 3060) for blazing results.</p> | |
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<h3 class="card-title">🛠️ Laptop Domination</h3> | |
<p class="card-text">13B models haunt GPUs with ≥6GB VRAM, optimized for RTX 3060 and budget rigs with 8GB RAM.</p> | |
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<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> | |
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<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> | |
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<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> | |
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<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> | |
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<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> | |
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<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> | |
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<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> | |
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<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> | |
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<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> | |
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<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> | |
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<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> | |
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<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> | |
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<!-- Usage Section --> | |
<section id="usage" class="py-5 bg-dark text-white"> | |
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<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 | |
python ghostgradio.py --port 5666 --server 0.0.0.0</code></pre> | |
</li> | |
<li><strong>Craft Spells</strong>: | |
<ul> | |
<li>Upload an image.</li> | |
<li>Prompt: “A spectral figure glides through a neon-lit city.”</li> | |
<li>Enable teacache (⚡️ speed).</li> | |
<li>Set 15fps, 5s video (~75 frames).</li> | |
</ul> | |
</li> | |
<li><strong>Summon Spirits</strong>: Run <code>nvidia-smi</code> (~80–100% GPU).</li> | |
</ol> | |
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</section> | |
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<section id="model" class="py-5"> | |
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<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> | |
<li><strong>License</strong>: Apache-2.0.</li> | |
</ul> | |
</div> | |
</section> | |
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<p>👻 GhostPack by ghostai1 | <a href="https://github.com/ghostai1/GhostPack" target="_blank">GitHub</a> | <a href="https://huggingface.co/spaces/ghostai1/GhostPack" target="_blank">Hugging Face</a> | Apache-2.0 License</p> | |
<p>Forged in 😈 hellfire with ⚡️ to haunt video generation forever!</p> | |
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