yfqiu-nlp / sea-llmLinks
Code for the paper "Spectral Editing of Activations for Large Language Model Alignments"
☆24Updated 6 months ago
Alternatives and similar repositories for sea-llm
Users that are interested in sea-llm are comparing it to the libraries listed below
Sorting:
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆60Updated 7 months ago
- ☆29Updated last year
- ☆44Updated last year
- Align your LM to express calibrated verbal statements of confidence in its long-form generations.☆26Updated last year
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆72Updated 3 months ago
- General-purpose activation steering library☆78Updated last month
- ☆40Updated last year
- LoFiT: Localized Fine-tuning on LLM Representations☆39Updated 5 months ago
- PaCE: Parsimonious Concept Engineering for Large Language Models (NeurIPS 2024)☆37Updated 7 months ago
- ☆44Updated 3 months ago
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆35Updated 7 months ago
- ☆49Updated 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…☆11Updated 5 months ago
- Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization☆26Updated 10 months ago
- ☆51Updated 2 months ago
- ConceptVectors Benchmark and Code for the paper "Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces"☆35Updated 4 months ago
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆95Updated 2 weeks ago
- Augmenting Statistical Models with Natural Language Parameters☆27Updated 9 months ago
- ☆35Updated last month
- ☆85Updated 10 months ago
- [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors☆77Updated 6 months ago
- ☆4Updated 4 months ago
- ☆95Updated last year
- Restore safety in fine-tuned language models through task arithmetic☆28Updated last year
- ☆37Updated last year
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆59Updated last year
- Official code for SEAL: Steerable Reasoning Calibration of Large Language Models for Free☆27Updated 2 months ago
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆68Updated 2 years ago
- EMNLP 2024: Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue☆35Updated last month
- ☆51Updated last year