| # Public Preview |
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| Agentic Space Factory is a public-preview tool for turning Hugging Face model cards into private, testable Gradio Spaces. |
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| ## What it does |
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| - Creates private Spaces from model cards. |
| - Uses Pi and a coding model through Hugging Face Inference Providers. |
| - Attempts ZeroGPU first when selected, then a fixed-GPU fallback if enabled. |
| - Stores run state, generated files, traces, validation results, and reports in a Storage Bucket. |
| - Supports manual hardware selection when automatic hardware assignment is unavailable. |
| - Provides a separate live generation smoke test with latency measurement. |
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| ## What it does not promise |
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| It does not guarantee that every model card becomes a fully working Space. Some models require multi-GPU systems, Docker, custom CUDA/FlashAttention, external services, accepted gated licenses, or hardware beyond what is available. |
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| ## Recommended demo path |
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| 1. Build a private Space from a model card. |
| 2. If the run reports `manual_hardware_required`, open the generated Space Settings and set an appropriate GPU. |
| 3. Run Validate existing Space with a small test input. |
| 4. Confirm `full_inference_success`, saved output artifact, and latency. |
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