LoRA Studio v0.4.5-beta (Phase 11.9.0)

LoRA Studio v0.4.5-beta packages Phase 11.9.0.

Highlights:

• Adds Retry Signal Summary as a read-only diagnostic for Training / Review / Weight Calibration results.
• Shows retry_signal_label, confidence, reasons, and recommended next actions on Project, Job, Review Session, and LoRA Profile screens.
• Keeps retry guidance separate from the Recommendation Engine; no Draft Job creation or automatic Run is performed by Retry Signal Summary.
• Includes Phase 11.8.x performance profiling and Machine Review optimization updates.

Validation:

• python -m compileall app start_lora_studio.py
• node --check app/static/js/app.js
• python -m pytest -q -p no:cacheprovider: 130 passed
• git diff --check