multimodal-interpretability / FINDLinks
Official implementation of FIND (NeurIPS '23) Function Interpretation Benchmark and Automated Interpretability Agents
☆49Updated 10 months ago
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☆63Updated last year
- ☆99Updated last year
- ☆104Updated 5 months ago
- 👻 Code and benchmark for our EMNLP 2023 paper - "FANToM: A Benchmark for Stress-testing Machine Theory of Mind in Interactions"☆55Updated last year
- ☆103Updated 5 months ago
- ☆45Updated last year
- Repo for: When to Make Exceptions: Exploring Language Models as Accounts of Human Moral Judgment☆38Updated 2 years ago
- ☆54Updated 2 years ago
- Online Adaptation of Language Models with a Memory of Amortized Contexts (NeurIPS 2024)☆65Updated last year
- [NeurIPS 2023] Learning Transformer Programs☆162Updated last year
- ☆27Updated 11 months ago
- ☆23Updated 6 months ago
- RL algorithm: Advantage induced policy alignment☆65Updated last year
- Code for reproducing our paper "Not All Language Model Features Are Linear"☆77Updated 8 months ago
- ☆89Updated last year
- ☆99Updated last year
- This repository includes code for the paper "Does Localization Inform Editing? Surprising Differences in Where Knowledge Is Stored vs. Ca…☆61Updated 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"☆72Updated last year
- A mechanistic approach for understanding and detecting factual errors of large language models.☆47Updated last year
- This is code for most of the experiments in the paper Understanding the Effects of RLHF on LLM Generalisation and Diversity☆44Updated last year
- This is the official repository for the "Towards Vision-Language Mechanistic Interpretability: A Causal Tracing Tool for BLIP" paper acce…☆22Updated last year
- Language models scale reliably with over-training and on downstream tasks☆97Updated last year
- PyTorch library for Active Fine-Tuning☆87Updated 5 months ago
- Emergent world representations: Exploring a sequence model trained on a synthetic task☆186Updated 2 years ago
- Code release for "Debating with More Persuasive LLMs Leads to More Truthful Answers"☆113Updated last year
- Function Vectors in Large Language Models (ICLR 2024)☆175Updated 3 months ago
- We develop benchmarks and analysis tools to evaluate the causal reasoning abilities of LLMs.☆119Updated last year
- Repository for the code of the "PPL-MCTS: Constrained Textual Generation Through Discriminator-Guided Decoding" paper, NAACL'22☆66Updated 2 years ago
- Official repository for our paper, Transformers Learn Higher-Order Optimization Methods for In-Context Learning: A Study with Linear Mode…☆17Updated 8 months ago
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆112Updated last month