y0mingzhang / diffuse-distributionsLinks
Forcing Diffuse Distributions out of Language Models
☆18Updated last year
Alternatives and similar repositories for diffuse-distributions
Users that are interested in diffuse-distributions are comparing it to the libraries listed below
Sorting:
- ☆51Updated 2 years ago
- Evaluate interpretability methods on localizing and disentangling concepts in LLMs.☆57Updated 3 months ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆85Updated 11 months ago
- Function Vectors in Large Language Models (ICLR 2024)☆191Updated 9 months ago
- ☆104Updated 2 years ago
- ☆29Updated last year
- Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".☆80Updated 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
- Long Is More for Alignment: A Simple but Tough-to-Beat Baseline for Instruction Fine-Tuning [ICML 2024]☆21Updated last year
- AI Logging for Interpretability and Explainability🔬☆140Updated last year
- Algebraic value editing in pretrained language models☆67Updated 2 years ago
- ☆16Updated last year
- ☆53Updated 10 months ago
- A library for efficient patching and automatic circuit discovery.☆88Updated last month
- Augmenting Statistical Models with Natural Language Parameters☆29Updated last year
- [EMNLP 2025 Main] ConceptVectors Benchmark and Code for the paper "Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces"☆39Updated 5 months ago
- [ICLR 2025] General-purpose activation steering library☆141Updated 4 months ago
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆72Updated 3 weeks ago
- Code for the paper "A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis"☆19Updated 7 months ago
- ☆51Updated 2 years ago
- ☆13Updated last year
- ☆62Updated 8 months ago
- [COLM 2025] SEAL: Steerable Reasoning Calibration of Large Language Models for Free☆51Updated 10 months ago
- ☆46Updated 2 years ago
- ☆41Updated 2 years ago
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆163Updated 7 months ago
- The official repository of 'Unnatural Language Are Not Bugs but Features for LLMs'☆24Updated 8 months ago
- ☆116Updated 11 months ago
- Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"☆47Updated last year
- DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)☆79Updated last year