| # Xperience-10M Fine-Tune Readiness | |
| Target episodes: 32 | |
| Ready for 32-episode pilot: False | |
| Selected source: none | |
| ## Source counts | |
| - local (degraded-valid): 1 / 1 | |
| - modelscope (degraded-valid): 0 / 0 | |
| - huggingface (degraded-valid): 0 / 0 | |
| ## Current data status | |
| - The staged data is below the 32-episode pilot target. Need 32 degraded-valid episodes; local data currently has 1. | |
| - The current local run demonstrates the training stack on one episode only. | |
| - ModelScope probe unavailable or reported no matching episode files. | |
| - Hugging Face probe unavailable or reported no matching episode files. | |
| ## Interpretation | |
| - Degraded-valid means: annotation.hdf5 and fisheye_cam0.mp4 both exist. | |
| - Complete means all six MP4 views are present with annotation. | |
| - A 32-episode pilot starts after this script selects a source with 32+ degraded-valid episodes. | |