yfqiu-nlp / sea-llmLinks
Code for the paper "Spectral Editing of Activations for Large Language Model Alignments"
☆29Updated 11 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:
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆84Updated 8 months ago
- ☆51Updated 2 years ago
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆145Updated 5 months ago
- ☆101Updated 2 years ago
- Evaluate interpretability methods on localizing and disentangling concepts in LLMs.☆56Updated 3 weeks ago
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆67Updated last year
- ☆29Updated last year
- [ICLR 2025] General-purpose activation steering library☆120Updated 2 months ago
- 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 10 months ago
- AI Logging for Interpretability and Explainability🔬☆133Updated last year
- DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)☆76Updated last year
- Röttger et al. (NAACL 2024): "XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models"☆116Updated 9 months ago
- ☆51Updated last year
- Algebraic value editing in pretrained language models☆66Updated 2 years ago
- ☆52Updated 7 months ago
- [EMNLP 2025 Main] ConceptVectors Benchmark and Code for the paper "Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces"☆38Updated 3 months ago
- Augmenting Statistical Models with Natural Language Parameters☆29Updated last year
- [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors☆82Updated 11 months ago
- ☆94Updated last year
- Function Vectors in Large Language Models (ICLR 2024)☆185Updated 7 months ago
- ☆61Updated 4 months ago
- LoFiT: Localized Fine-tuning on LLM Representations☆45Updated 10 months ago
- ☆46Updated last year
- Align your LM to express calibrated verbal statements of confidence in its long-form generations.☆27Updated last year
- Restore safety in fine-tuned language models through task arithmetic☆29Updated last year
- The accompanying code for "Transformer Feed-Forward Layers Are Key-Value Memories". Mor Geva, Roei Schuster, Jonathan Berant, and Omer Le…☆99Updated 4 years ago
- PaCE: Parsimonious Concept Engineering for Large Language Models (NeurIPS 2024)☆40Updated last year
- Test-time-training on nearest neighbors for large language models☆47Updated last year
- Exploring the Limitations of Large Language Models on Multi-Hop Queries☆29Updated 8 months ago
- Steering Llama 2 with Contrastive Activation Addition☆194Updated last year