# Public Preview

Agentic Space Factory is a public-preview tool for turning Hugging Face model cards into private, testable Gradio Spaces.

## What it does

- 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.

## What it does not promise

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.

## Recommended demo path

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.