JoshEngels / SAE-ProbesLinks
Code for reproducing our paper "Are Sparse Autoencoders Useful? A Case Study in Sparse Probing"
☆20Updated 2 months ago
Alternatives and similar repositories for SAE-Probes
Users that are interested in SAE-Probes are comparing it to the libraries listed below
Sorting:
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆89Updated last week
- Code for our paper "Decomposing The Dark Matter of Sparse Autoencoders"☆22Updated 3 months ago
- Efficient Dictionary Learning with Switch Sparse Autoencoders (SAEs)☆23Updated 6 months ago
- ☆14Updated last year
- Code for reproducing our paper "Low Rank Adapting Models for Sparse Autoencoder Features"☆10Updated 2 months ago
- ☆29Updated 10 months ago
- The repository contains code for Adaptive Data Optimization☆24Updated 5 months ago
- Code repo for the paper: Attacking Vision-Language Computer Agents via Pop-ups☆32Updated 5 months ago
- This repository contains the code used for the experiments in the paper "Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity…☆26Updated last year
- Code for reproducing our paper "Not All Language Model Features Are Linear"☆75Updated 6 months ago
- Code for the arXiv preprint "The Unreasonable Effectiveness of Easy Training Data"☆47Updated last year
- CausalGym: Benchmarking causal interpretability methods on linguistic tasks☆43Updated 6 months ago
- [NeurIPS 2024] Goldfish Loss: Mitigating Memorization in Generative LLMs☆87Updated 6 months ago
- The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling☆32Updated 2 months ago
- ☆42Updated 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"☆70Updated 11 months ago
- Is In-Context Learning Sufficient for Instruction Following in LLMs? [ICLR 2025]☆30Updated 4 months ago
- Codebase for Instruction Following without Instruction Tuning☆34Updated 8 months ago
- NeurIPS 2024 tutorial on LLM Inference☆45Updated 5 months ago
- Reference implementation for Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model☆43Updated 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
- Universal Neurons in GPT2 Language Models☆29Updated last year
- This is the oficial repository for "Safer-Instruct: Aligning Language Models with Automated Preference Data"☆17Updated last year
- Tasks for describing differences between text distributions.☆16Updated 9 months ago
- Investigating the generalization behavior of LM probes trained to predict truth labels: (1) from one annotator to another, and (2) from e…☆26Updated last year
- ☆61Updated last year
- ☆32Updated 4 months ago
- ☆34Updated 2 weeks ago
- ☆83Updated 9 months ago
- ☆22Updated 5 months ago