vedantpalit / Towards-Vision-Language-Mechanistic-InterpretabilityLinks
This is the official repository for the "Towards Vision-Language Mechanistic Interpretability: A Causal Tracing Tool for BLIP" paper accepted at the ICCV CLVL Workshop 2023
☆23Updated last year
Alternatives and similar repositories for Towards-Vision-Language-Mechanistic-Interpretability
Users that are interested in Towards-Vision-Language-Mechanistic-Interpretability are comparing it to the libraries listed below
Sorting:
- ☆15Updated last year
- ☆106Updated 8 months ago
- A library for efficient patching and automatic circuit discovery.☆77Updated 2 months 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
- Algebraic value editing in pretrained language models☆66Updated last year
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆136Updated 3 months ago
- Code for reproducing our paper "Low Rank Adapting Models for Sparse Autoencoder Features"☆15Updated 6 months ago
- Code for reproducing our paper "Not All Language Model Features Are Linear"☆81Updated 10 months ago
- ☆23Updated 8 months ago
- ☆33Updated 9 months ago
- Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"☆42Updated last year
- Investigating the generalization behavior of LM probes trained to predict truth labels: (1) from one annotator to another, and (2) from e…☆28Updated last year
- A mechanistic approach for understanding and detecting factual errors of large language models.☆46Updated last year
- ☆20Updated last year
- Evaluate interpretability methods on localizing and disentangling concepts in LLMs.☆56Updated last year
- This repository contains the code used for the experiments in the paper "Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity…☆28Updated last year
- ☆91Updated last year
- Official Code for our paper: "Language Models Learn to Mislead Humans via RLHF""☆17Updated last year
- Code release for "Debating with More Persuasive LLMs Leads to More Truthful Answers"☆117Updated last year
- Function Vectors in Large Language Models (ICLR 2024)☆180Updated 5 months ago
- Sparse Autoencoder Training Library☆54Updated 5 months ago
- ☆48Updated last year
- Self-Supervised Alignment with Mutual Information☆21Updated last year
- Universal Neurons in GPT2 Language Models☆30Updated last year
- Codebase for Inference-Time Policy Adapters☆24Updated last year
- ☆52Updated 6 months ago
- Open source replication of Anthropic's Crosscoders for Model Diffing☆59Updated 11 months ago
- PaCE: Parsimonious Concept Engineering for Large Language Models (NeurIPS 2024)☆40Updated 11 months ago
- Sparse and discrete interpretability tool for neural networks☆63Updated last year
- Official repository for our paper, Transformers Learn Higher-Order Optimization Methods for In-Context Learning: A Study with Linear Mode…☆17Updated 10 months ago