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PeftMixedModel.disable_adapter does not preserve nested or pre-disabled state

Status: Open.

#3507 In huggingface/peft;

· RerankerGuo opened on Aug 4, 2026

PeftConfig.from_pretrained silently ignores explicit config overrides

Status: Open.

#3506 In huggingface/peft;

· RerankerGuo opened on Aug 4, 2026

LoRA+ loraplus_lr_embedding never applies: the embedding param group is always empty

Status: Open.

#3499 In huggingface/peft;

· Kaif10 opened on Aug 2, 2026

Deleting a merged adapter can leave the base weights modified

Status: Open.

#3498 In huggingface/peft;

· DaoyuanLi2816 opened on Aug 1, 2026

Adapter injection applies a new adapter's inference mode to active adapters

Status: Open.

#3487 In huggingface/peft;

· DaoyuanLi2816 opened on Jul 29, 2026

Expand model test matrices to cover LoHa, LoKr, and LN Tuning

Status: Open.

#3480 In huggingface/peft;

· emredeveloper opened on Jul 27, 2026

Prefix sizing from per_layer_config ignores KV head count

Status: Open.

#3478 In huggingface/peft;

· DaoyuanLi2816 opened on Jul 27, 2026

Forward hooks leak when the _enable_peft_forward_hooks block raises, poisoning the model

Status: Open.

#3475 In huggingface/peft;

· AbdullahRasheed45 opened on Jul 25, 2026

Coordinate merge-invariant fixes across IA3, TrainableTokens, PEANuT, and FRoD

Status: Open.

#3472 In huggingface/peft;

· DaoyuanLi2816 opened on Jul 24, 2026

[Coordination] Add Super-Tuning tuner class (arXiv:2607.09287) — checking fit before PR

Status: Open.

#3450 In huggingface/peft;

· smellslikeml opened on Jul 17, 2026

modules_to_save module whose name contains the LoRA prefix ("lora_") is silently not restored on load

Status: Open.

#3433 In huggingface/peft;

· zelinewang opened on Jul 14, 2026

[Proposal] Add Echo-LoRA: cross-layer representation injection for PEFT

Status: Open.

#3424 In huggingface/peft;

· isha822 opened on Jul 11, 2026