salman d6e4a611e5 FSDP1 -> FSDP2 (#2760) ...

* FSDP2 args migration implementation

This commit implements the migration to FSDP2 arguments including:
- FSDP2 support with LoRA training
- DPO integration with FSDP2
- Model loading fixes and refactoring
- CPU offloading and PEFT handling
- Test updates and CI improvements
- Bug fixes for dtype errors and various edge cases

2025-07-12 15:18:01 +01:00

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