multimodal-interpretability / FINDLinks
Official implementation of FIND (NeurIPS '23) Function Interpretation Benchmark and Automated Interpretability Agents
☆53Updated last year
Alternatives and similar repositories for FIND
Users that are interested in FIND are comparing it to the libraries listed below
Sorting:
- Sparse and discrete interpretability tool for neural networks☆64Updated last year
- ☆99Updated last year
- PyTorch library for Active Fine-Tuning☆96Updated 4 months ago
- Repo for: When to Make Exceptions: Exploring Language Models as Accounts of Human Moral Judgment☆38Updated 2 years ago
- Code for the ICLR 2024 paper "How to catch an AI liar: Lie detection in black-box LLMs by asking unrelated questions"☆71Updated last year
- Code for reproducing our paper "Not All Language Model Features Are Linear"☆83Updated last year
- A mechanistic approach for understanding and detecting factual errors of large language models.☆49Updated last year
- RL algorithm: Advantage induced policy alignment☆66Updated 2 years ago
- Repository for the code of the "PPL-MCTS: Constrained Textual Generation Through Discriminator-Guided Decoding" paper, NAACL'22☆66Updated 3 years ago
- [NeurIPS 2023] Learning Transformer Programs☆162Updated last year
- ☆45Updated 2 years ago
- This is the official repository for the "Towards Vision-Language Mechanistic Interpretability: A Causal Tracing Tool for BLIP" paper acce…☆25Updated last year
- Online Adaptation of Language Models with a Memory of Amortized Contexts (NeurIPS 2024)☆73Updated last year
- ☆114Updated 11 months ago
- ☆112Updated 11 months ago
- ☆110Updated last year
- ☆86Updated last year
- Official repository for our paper, Transformers Learn Higher-Order Optimization Methods for In-Context Learning: A Study with Linear Mode…☆20Updated last year
- Code release for "Debating with More Persuasive LLMs Leads to More Truthful Answers"☆124Updated last year
- This is code for most of the experiments in the paper Understanding the Effects of RLHF on LLM Generalisation and Diversity☆47Updated 2 years ago
- ☆56Updated 2 years ago
- Implementation of the BatchTopK activation function for training sparse autoencoders (SAEs)☆57Updated 6 months ago
- ☆36Updated 3 years ago
- ☆33Updated last year
- ☆144Updated 6 months ago
- ☆29Updated 3 months ago
- Function Vectors in Large Language Models (ICLR 2024)☆190Updated 9 months ago
- Emergent world representations: Exploring a sequence model trained on a synthetic task☆199Updated 2 years ago
- ☆23Updated last year
- Yet another random morning idea to be quickly tried and architecture shared if it works; to allow the transformer to pause for any amount…☆53Updated 2 years ago