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AdaMSS safe_merge leaves the base weight modified when bias validation fails

Status: Open.

#3689 In huggingface/peft;

· DaoyuanLi2816 opened on Sep 8, 2026

BOFT Conv2d: safe_merge=True skips the non-finite check and corrupts the base layer

Status: Open.

#3682 In huggingface/peft;

· yupengtang opened on Sep 7, 2026

[Bug] ignore_mismatched_sizes crashes on scalar adapter state entries

Status: Open.

#3676 In huggingface/peft;

· aswanth-07 opened on Sep 6, 2026

Four of the five diffusers-style tuner docstring examples (LoHa, LoKr, OFT, MiSS) fail as written

Status: Open.

#3675 In huggingface/peft;

· blipbyte opened on Sep 5, 2026

Add Astra (Activation-Space Tail-Eigenvector LoRA) initialization

Status: Open.

#3662 In huggingface/peft;

· LyoAI opened on Sep 4, 2026

target_modules can match a subset of layers with no warning

Status: Open.

#3658 In huggingface/peft;

· submaroon opened on Sep 3, 2026

Trainable Tokens drops the output-head bias before merge

Status: Open.

#3649 In huggingface/peft;

· DaoyuanLi2816 opened on Sep 3, 2026

Adaption prompt saves the wrong weights for inactive adapters; delete_adapter raises a transformers TypeError for prompt learning and adaption prompt

Status: Open.

#3638 In huggingface/peft;

· amogh-nagri-11 opened on Sep 1, 2026

Fix state-dict round-trip for directly injected shared tuners

Status: Open.

#3631 In huggingface/peft;

· CoralGarden52 opened on Aug 31, 2026

TP + LoRA is broken on transformers 5.16: add_tensor_parallel_hooks_to_module and EmbeddingParallel were removed

Status: Open.

#3628 In huggingface/peft;

· alanhuangyoo opened on Aug 31, 2026

[Bug] ShadowPEFT LM-head trainability freeze after set_adapter — modules_to_save=["lm_head"] silently stops receiving grads

Status: Open.

#3626 In huggingface/peft;

· Sravanjangam opened on Aug 30, 2026

[Bug] ShadowPEFT hook-lifecycle leak: per-forward GPU growth + UAF on unload_shadow(copy=False)→delete_adapter

Status: Open.

#3625 In huggingface/peft;

· Sravanjangam opened on Aug 30, 2026