Distillation in M-Bridge

[slic33]

Detailed description of the requested feature

Distillation documentation lacking concrete examples on how to run, what configurations to pass, how to pass a customer dataset or model, version mismatch. Reported directly to engineers.

Add comprehensive distillation examples with configuration templates and custom dataset integration.

[kevalmorabia97]

@slic33 we have a new M-Bridge distillation script here: #861
Can you see if that is sufficient for your use case?

[snowmanwwg]

Liana Mikaelyan raised this actually. please verify with her

[kevalmorabia97]

Closing as updated distillation scripts tested and merged: https://github.com/NVIDIA/Model-Optimizer/tree/main/examples/megatron_bridge#distillation