yihuaihong / ConceptVectorsLinks
[EMNLP 2025 Main] ConceptVectors Benchmark and Code for the paper "Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces"
☆39Updated 5 months ago
Alternatives and similar repositories for ConceptVectors
Users that are interested in ConceptVectors are comparing it to the libraries listed below
Sorting:
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆66Updated last year
- ☆51Updated 2 years ago
- Röttger et al. (NAACL 2024): "XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models"☆126Updated 11 months ago
- ☆72Updated last year
- ☆44Updated last year
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆163Updated 7 months ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆85Updated 10 months ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆62Updated last year
- LoFiT: Localized Fine-tuning on LLM Representations☆44Updated last year
- Providing the answer to "How to do patching on all available SAEs on GPT-2?". It is an official repository of the implementation of the p…☆12Updated last year
- [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning☆98Updated last year
- ☆69Updated 10 months ago
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆70Updated 2 weeks ago
- EMNLP 2024: Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue☆38Updated 8 months ago
- RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. NeurIPS 2024☆89Updated last year
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆50Updated last year
- ☆41Updated 2 years ago
- Restore safety in fine-tuned language models through task arithmetic☆31Updated last year
- Confidence Regulation Neurons in Language Models (NeurIPS 2024)☆15Updated last year
- Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".☆80Updated last year
- ☆48Updated 11 months ago
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆71Updated 3 years ago
- NeurIPS'24 - LLM Safety Landscape☆39Updated 3 months ago
- ☆39Updated 2 years ago
- ☆29Updated last year
- Trains Sparse Autoencoders based on outputs from language models☆11Updated last year
- [ICLR 2025] General-purpose activation steering library☆138Updated 4 months ago
- ☆31Updated last year
- ☆60Updated 2 years ago
- ICLR2024 Paper. Showing properties of safety tuning and exaggerated safety.☆93Updated last year