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[FEAT] Integrate FeRA: Frequency-Energy Constrained Routing for Effective Diffusion Adaptation Fine-Tuning

Status: Open.

#2930 In huggingface/peft;

· YinBo0927 opened on Nov 29, 2025

Supported <code>transformers</code> versions are not clear

Status: Open.

#2929 In huggingface/peft;

· abdulfatir opened on Nov 27, 2025

Inference mode with Module_to_save LoRA

Status: Open.

#2928 In huggingface/peft;

· NguyenRichard opened on Nov 27, 2025

Add LoRA-GA (Low-Rank Adaptation with Gradient Approximation) to PEFT

Status: Open.

#2927 In huggingface/peft;

· sambhavnoobcoder opened on Nov 26, 2025

timm: ConvNormAct

Status: Open.

#2923 In huggingface/peft;

· lucian-student opened on Nov 20, 2025

ParamWrapper initialization fails when DeepSpeed ZeRO-3 is enabled

Status: Open.

#2916 In huggingface/peft;

· jonnyli1125 opened on Nov 18, 2025

Integrate: LoRA vs Full Fine-tuning: An Illusion of Equivalence

contributions-welcome

Status: Open.

#2907 In huggingface/peft;

· BenjaminBossan opened on Nov 12, 2025

LORA adapter with new embedding tokens has size and load issue

Status: Open.

#2898 In huggingface/peft;

· imohitmayank opened on Nov 5, 2025

Using trl SFTTrainer creates empty adapter.safetensors file while saving when training with LoRA and Deepspeed Zero3

Status: Open.

#2892 In huggingface/peft;

· maximus-21 opened on Nov 4, 2025

<code>autocast_adapter_dtype=False</code> doesn't work when the model is quantized

Status: Open.

#2889 In huggingface/peft;

· qgallouedec opened on Nov 4, 2025

[FEAT] Integrate QeRL (NVFP4 + LoRA + Noise scheduler) into PEFT

Status: Open.

#2886 In huggingface/peft;

· Aaronhuang-778 opened on Nov 3, 2025

PeftModel.from_pretrained and merge_and_unload don't work good for me

Status: Open.

#2885 In huggingface/peft;

· shahelaojieraozhi opened on Nov 1, 2025