| # Modal Forge | |
| Modal is used as an offline forge for NEXUS Visual Weaver. | |
| It is not the primary public runtime. The public product remains the Hugging Face Gradio Space. | |
| Modal jobs are reserved for: | |
| - LoRA/adaptor experiments | |
| - prompt/image eval grids | |
| - demo asset generation | |
| - artifact reports | |
| - submission audit generation | |
| The public Space exposes only safe read-only metadata from these jobs. | |
| ## Integration Status | |
| - **Primary Runtime**: Hugging Face ZeroGPU (NVIDIA RTX Pro 6000 Blackwell) | |
| - **Modal Role**: Offline computation, training, and artifact generation | |
| - **Credit Usage**: Hackathon Modal credits ($251 allocation) | |
| - **Public Interface**: Read-only status panels in Gradio Space | |
| ## Compliance | |
| - Public Space model budget: ≤32B parameters | |
| - Modal usage: Development and runtime support (qualifies for "Best Use of Modal" prize) | |
| - ZeroGPU: Primary inference engine (free tier + PRO quota) | |