Llm Knowledge Editing Transformer Models

There are 21 llm knowledge editing models tracked. The highest-rated is jianghoucheng/AlphaEdit at 41/100 with 423 stars.

Get all 21 projects as JSON

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#	Model	Score	Tier	Stars	Language
1	jianghoucheng/AlphaEdit AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models,...	41	Emerging	423	Python
2	steering-vectors/steering-vectors Steering vectors for transformer language models in Pytorch / Huggingface	41	Emerging	140	Python
3	kmeng01/memit Mass-editing thousands of facts into a transformer memory (ICLR 2023)	39	Emerging	543	Python
4	boyiwei/alignment-attribution-code [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and...	37	Emerging	89	Python
5	jianghoucheng/AnyEdit AnyEdit: Edit Any Knowledge Encoded in Language Models, ICML 2025	36	Emerging	46	Python
6	zjunlp/KnowledgeCircuits [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers	35	Emerging	164	Python
7	chensyCN/llm4ea_official [NeurIPS‘24] LLM4EA: Entity Alignment with Noisy Annotations from Large...	34	Emerging	61	Python
8	bigcode-project/selfcodealign [NeurIPS'24] SelfCodeAlign: Self-Alignment for Code Generation	33	Emerging	323	Python
9	THUDM/LongAlign [EMNLP 2024] LongAlign: A Recipe for Long Context Alignment of LLMs	32	Emerging	259	Python
10	SafeAILab/RAIN [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning	25	Experimental	98	Python
11	knoveleng/steering Official repo for the paper: "Selective Steering: Norm-Preserving Control...	24	Experimental	9	Jupyter Notebook
12	vipulraheja/coedit Official implementation of the paper "CoEdIT: Text Editing by Task-Specific...	24	Experimental	138	Shell
13	SteveKGYang/MetaAligner Models, data, and codes for the paper: MetaAligner: Towards Generalizable...	22	Experimental	24	Python
14	jinzhuoran/RWKU RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language...	22	Experimental	91	Python
15	PKU-Alignment/aligner [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct	21	Experimental	191	Python
16	tsinghua-fib-lab/AAAI2025_MIA-Tuner [AAAI'25 Oral] "MIA-Tuner: Adapting Large Language Models as Pre-training...	21	Experimental	147	Python
17	Trustworthy-ML-Lab/ThinkEdit [EMNLP 25] An effective and interpretable weight-editing method for...	18	Experimental	17	Python
18	ys-zong/VLGuard [ICML 2024] Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision...	18	Experimental	85	Python
19	git-disl/Lisa This is the official code for the paper "Lazy Safety Alignment for Large...	16	Experimental	26	Python
20	ziansu/awesome-llm-steering A collection of papers related to steering of (multimodal) large language models.	16	Experimental	9	—
21	declare-lab/resta Restore safety in fine-tuned language models through task arithmetic	12	Experimental	32	Python