Spaces:
Paused
Paused
| # Verification status | |
| September 17, 2026. The Space is public at | |
| https://huggingface.co/spaces/mantrakp/component-studio and both gated models are authorized. | |
| The container builds, native CUDA/PartField imports pass, model loading succeeds, and | |
| ZeroGPU startup reaches RUNNING. The first actual image-only request exposed a | |
| Transformers 5.17 DINOv3 encoder nesting change. The adapter patch preserves the | |
| upstream feature normalization and passes a CPU encoder equivalence check. | |
| End-to-end generation is still under verification; RUNNING is not proof of inference. | |
| The local development server remains stopped. | |
| HF installs requirements before copying the application, so `requirements.txt` | |
| contains dependencies directly, excludes the local editable package, and includes | |
| HF's Gradio OAuth/MCP extras. | |
| Verified locally: | |
| - 16 tests cover input modes, ordered stages, face/UV/normal preservation, PBR channel | |
| retention, textured GLB round trips, refinement validation, credential redaction, | |
| failure artifacts, resource admission container resource limits, and explicit texture transfer across ZeroGPU process boundaries. Neural generation | |
| is explicitly replaced with test fixtures in orchestration tests, not in production. | |
| - The portable uv lock is current and Ruff passes. Linux x86_64/Python 3.12 CUDA dependency | |
| resolution succeeds; `requirements-hf.lock` captures that environment. Dependency | |
| resolution does not prove that native CUDA extensions run on ZeroGPU. | |
| - Browser checks cover all three clickable examples and the explicit unavailable-runtime | |
| error on macOS. No sample mesh is presented as a generated result. | |
| - Blender rendered and reimported an actual textured test GLB with two components. | |
| - The requested free Ling route was present in OpenRouter's live catalog. A real Ling | |
| vision request inspected those renders. fx built from the pinned source returned a | |
| schema-valid repair plan through that exact OpenRouter model. The repaired GLB reopened, | |
| and a subsequent Ling vision comparison accepted the test candidate. Evidence is in | |
| `outputs/verification-refinement-v2/`; it is a technical cube fixture, not model generation. | |
| - fx's actual permission report confirms `ask` mode and a persistent wildcard `deny` rule | |
| in its dedicated workspace. No arbitrary agent tools are used by refinement. | |
| - The actual Real-ESRGAN checkpoint produced finite 64×64 output from a 16×16 tensor on | |
| CPU. The native PartField scatter adapter matched independently specified grouped means. | |
| Still requires the target GPU: | |
| - TRELLIS.2 inference, PartField checkpoint loading/inference and concurrent CUDA SR. | |
| - End-to-end ZeroGPU leases, actual VRAM profiling/OOM behavior and runtime duration. | |
| - Visual quality on real assets across categories. No claim of benchmark superiority. | |
| After uploading to a ZeroGPU Space with its secrets and gated-model access configured: | |
| ```sh | |
| uv run scripts/verify_space.py --space OWNER/SPACE --image assets/stool.png | |
| uv run scripts/verify_space.py --space OWNER/SPACE --prompt "A brass desk lamp with a green glass shade" | |
| uv run scripts/verify_space.py --space OWNER/SPACE --image assets/stool.png --prompt "Keep the shape; use a walnut seat and black metal legs" | |
| ``` | |
| These commands use real GPU quota and the requested Ling endpoint. They download and | |
| validate the final GLB and archive, rather than interpreting a queued job as success. | |