Python 3.15 introduces an immutable or ‘frozen’ dictionary that is useful in places ordinary dicts can’t be used.
Fine-tune the SAM3 (Segment Anything Model 3) using LoRA (Low-Rank Adaptation) - a parameter-efficient method that reduces trainable parameters from 100% to ~1% while maintaining performance.