Glaciohound / LM-SteerLinks
Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)
☆130Updated 4 months ago
Alternatives and similar repositories for LM-Steer
Users that are interested in LM-Steer are comparing it to the libraries listed below
Sorting:
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆123Updated last year
- Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".☆80Updated last year
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆159Updated 2 weeks ago
- Function Vectors in Large Language Models (ICLR 2024)☆186Updated 7 months ago
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆125Updated last year
- Official repository for ACL 2025 paper "Model Extrapolation Expedites Alignment"☆76Updated 6 months ago
- FeatureAlignment = Alignment + Mechanistic Interpretability☆33Updated 8 months ago
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆47Updated last year
- LoFiT: Localized Fine-tuning on LLM Representations☆45Updated 10 months ago
- ☆41Updated 2 years ago
- ☆101Updated 2 years ago
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆67Updated last year
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆78Updated last year
- [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions☆119Updated last year
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆63Updated last year
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆76Updated last month
- Evaluating the Ripple Effects of Knowledge Editing in Language Models☆55Updated last year
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆70Updated 3 years ago
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]☆76Updated last year
- [ICLR 2024] Evaluating Large Language Models at Evaluating Instruction Following☆134Updated last year
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆82Updated 10 months ago
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆63Updated 11 months ago
- AbstainQA, ACL 2024☆28Updated last year
- ☆36Updated last year
- Performant framework for training, analyzing and visualizing Sparse Autoencoders (SAEs) and their frontier variants.☆164Updated last week
- Code and Data for "Long-context LLMs Struggle with Long In-context Learning" [TMLR2025]☆110Updated 9 months ago
- The Paper List on Data Contamination for Large Language Models Evaluation.☆106Updated 2 weeks ago
- Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging☆111Updated 2 years ago
- ☆88Updated 11 months ago
- This repository provides an original implementation of Detecting Pretraining Data from Large Language Models by *Weijia Shi, *Anirudh Aji…☆235Updated 2 years ago