Fetching metadata from the HF Docker repository...
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Load DINOv2 from Hugging Face without GitHub
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Update optimized gallery assets and move samples to row three
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Hide sample names without changing gallery layout
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Expand sample gallery to twelve objects
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Remove OAuth gate and enforce anonymous daily quota
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Upgrade Gradio OAuth flow to 6.20
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Fix OAuth login redirect target
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Enable FCGF with torch 2.11 CUDA 13 MinkowskiEngine
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Inject the minimal signed-out CSS at Blocks creation
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Keep the signed-out view to the official login button
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Show only the official HF button to signed-out users
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Register the OAuth gate inside the Blocks context
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Gate the entire demo behind official HF sign-in
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Add robust official HF OAuth and account quota
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Remove custom OAuth quota UI
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Require HF login and limit accounts to 5 runs per day
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Restore production mode with dedicated GPU preload
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Diagnose native CUDA kernels on L4
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Optimize runtime for dedicated GPU
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Restore authenticated ZeroGPU request path
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Disable experimental Gradio SSR
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Use public-tier ZeroGPU duration for lazy production
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Use tier-compatible duration for cold lazy loading
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Fit lazy production callback within ZeroGPU maximum duration
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Use ZeroGPU-compatible duration for lazy production inference
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Run CANIS production with lazy model loading inside ZeroGPU worker
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Apply native wheel compatibility inside ZeroGPU worker
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Diagnose ZeroGPU callback without model preload
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Avoid ZeroGPU packed-model restore; move preloaded public runtime inside worker
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Restore fast public TRELLIS hybrid model loading
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Deploy CANIS FPFH production runtime on Torch 2.11 CUDA 13
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Use Torch 2.11 CUDA 13 SM120 xFormers wheel
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Test Torch 2.11 CUDA 13 native wheels without model preload
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Probe ZeroGPU worker with pure Python callback
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Defer native CUDA imports in ZeroGPU worker probe
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Diagnose ZeroGPU worker with zero model packing
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Call a private module-level ZeroGPU job entry
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Use FPFH registration without MinkowskiEngine
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Stabilize ZeroGPU callback and cached model loading
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Use low-overhead preload diagnostics
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Trace runtime imports and preload calls
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Fix runtime-global phase diagnostics
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Add non-invasive GPU phase diagnostics
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Deploy clean public thin launcher
