- Account for LoRA overhead (~4GB) in VRAM calculations
- Add 30% inference overhead for activation memory
- Use more conservative 70% threshold (was 85%)
- Add OOM fallback to model CPU offload if GPU loading fails
- Switch fallback from sequential to model offload for better performance