Llm Knowledge Editing Transformer Models

There are 25 llm knowledge editing models tracked. The highest-rated is steering-vectors/steering-vectors at 48/100 with 140 stars.

Get all 25 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=transformers&subcategory=llm-knowledge-editing&limit=20"

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#	Model	Score	Tier	Stars	Language
1	steering-vectors/steering-vectors Steering vectors for transformer language models in Pytorch / Huggingface	48	Emerging	140	Python
2	jianghoucheng/AlphaEdit AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models,...	48	Emerging	423	Python
3	kmeng01/memit Mass-editing thousands of facts into a transformer memory (ICLR 2023)	46	Emerging	543	Python
4	boyiwei/alignment-attribution-code [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and...	44	Emerging	89	Python
5	jianghoucheng/AnyEdit AnyEdit: Edit Any Knowledge Encoded in Language Models, ICML 2025	43	Emerging	46	Python
6	zjunlp/KnowledgeCircuits [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers	42	Emerging	164	Python
7	bigcode-project/selfcodealign [NeurIPS'24] SelfCodeAlign: Self-Alignment for Code Generation	40	Emerging	323	Python
8	THUDM/LongAlign [EMNLP 2024] LongAlign: A Recipe for Long Context Alignment of LLMs	39	Emerging	259	Python
9	chensyCN/llm4ea_official [NeurIPS‘24] LLM4EA: Entity Alignment with Noisy Annotations from Large...	37	Emerging	61	Python
10	SafeAILab/RAIN [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning	32	Emerging	98	Python
11	vipulraheja/coedit Official implementation of the paper "CoEdIT: Text Editing by Task-Specific...	31	Emerging	138	Shell
12	SteveKGYang/MetaAligner Models, data, and codes for the paper: MetaAligner: Towards Generalizable...	29	Experimental	24	Python
13	jinzhuoran/RWKU RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language...	29	Experimental	91	Python
14	knoveleng/steering Official repo for the paper: "Selective Steering: Norm-Preserving Control...	28	Experimental	9	Jupyter Notebook
15	tsinghua-fib-lab/AAAI2025_MIA-Tuner [AAAI'25 Oral] "MIA-Tuner: Adapting Large Language Models as Pre-training...	28	Experimental	147	Python
16	PKU-Alignment/aligner [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct	28	Experimental	191	Python
17	ys-zong/VLGuard [ICML 2024] Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision...	25	Experimental	85	Python
18	Trustworthy-ML-Lab/ThinkEdit [EMNLP 25] An effective and interpretable weight-editing method for...	25	Experimental	17	Python
19	Hi-archers/MLaKE COLING 2025: MLaKE: Multilingual Knowledge Editing Benchmark for Large...	24	Experimental	5	—
20	git-disl/Lisa This is the official code for the paper "Lazy Safety Alignment for Large...	23	Experimental	26	Python
21	ziansu/awesome-llm-steering A collection of papers related to steering of (multimodal) large language models.	22	Experimental	9	—
22	G-Art/matrix_steering_vector_research Iterative Sparse Matrix Steering: Closed-Form Subspace Alignment for...	21	Experimental	2	Jupyter Notebook
23	declare-lab/resta Restore safety in fine-tuned language models through task arithmetic	19	Experimental	32	Python
24	ekonwang/UAL4Alignment Uncertainty Aware Learning for Language Model Alignment (Proceedings of the...	18	Experimental	2	Python
25	PurCL/muke [COLM 2025] Official implementation of μKE - edit LLM knowledge while...	15	Experimental	14	Python