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This PR adds a new feature to PEFT models that allows to better understand the status of adapter(s) on the model. Quoting from the doc entry that I added: Sometimes, the PEFT model can end up in a bad state, especially when handling multiple adapters. There can be some confusion around what adapters exist, which one is active, which one is merged, etc. To help investigate this issue, you can call the get_layer_status and the get_model_status methods. The first one gives you a detailed overview about the adapters for each targeted layer. The latter one gives you a high-level overview about the model status. --------- Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>