Code for 'The Geometry of Categorical and Hierarchical Concepts in Large Language Models' (ICLR 2025, Oral)
☆119Feb 11, 2025Updated last year
Alternatives and similar repositories for LLM_Categorical_Hierarchical_Representations
Users that are interested in LLM_Categorical_Hierarchical_Representations are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for 'The Linear Representation Hypothesis and the Geometry of Large Language Models' (ICML 2024)☆132Feb 11, 2025Updated last year
- Code for reproducing our paper "Low Rank Adapting Models for Sparse Autoencoder Features"☆17Mar 31, 2025Updated last year
- Code for 'The Information Geometry of Softmax: Probing and Steering' (ICML 2026)☆18May 19, 2026Updated 4 months ago
- ☆19Mar 5, 2024Updated 2 years ago
- ☆116Aug 8, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Linear Relational Embeddings (LREs) and Linear Relational Concepts (LRCs) for LLMs in PyTorch☆11Aug 7, 2024Updated 2 years ago
- ☆41Apr 14, 2025Updated last year
- Sparsify transformers with SAEs and transcoders☆739Sep 14, 2026Updated last week
- How do transformer LMs encode relations?☆60Feb 24, 2024Updated 2 years ago
- ☆16Jun 3, 2025Updated last year
- Lexical semantic change detection shared task at SemEval 2020: UiO-UVA team☆16Jan 10, 2023Updated 3 years ago
- ☆297Oct 1, 2024Updated last year
- Training Sparse Autoencoders on Language Models☆1,538Updated this week
- ☆30Aug 2, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆12Mar 4, 2025Updated last year
- PAIR.withgoogle.com and friend's work on interpretability methods☆237Jun 22, 2026Updated 2 months ago
- State of What Art? A Call for Multi-Prompt LLM Evaluation☆15Apr 10, 2026Updated 5 months ago
- Code used to run experiments for the ICLR 2023 paper "Computational Language Acquisition with Theory of Mind".☆15Apr 27, 2023Updated 3 years ago
- Improving Steering Vectors by Targeting Sparse Autoencoder Features☆30Nov 20, 2024Updated last year
- Tools for optimizing steering vectors in LLMs.☆22Apr 10, 2025Updated last year
- ☆33Nov 28, 2024Updated last year
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆89Mar 7, 2025Updated last year
- Code for the paper "Spectral Editing of Activations for Large Language Model Alignments"☆31Dec 20, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 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…☆14Jan 26, 2025Updated last year
- Code for In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering☆202Feb 13, 2025Updated last year
- Implementation for robust ViT and scaled attention☆21Apr 4, 2025Updated last year
- PyTAIL - Interactive and Incremental Learning of NLP Models with Human in the Loop for Online Data☆13Dec 3, 2022Updated 3 years ago
- This repository contains the code used for the experiments in the paper "Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity…☆32Oct 27, 2025Updated 10 months ago
- Dreadnode Strikes SDK☆30Updated this week
- PaCE: Parsimonious Concept Engineering for Large Language Models (NeurIPS 2024)☆43Jan 18, 2026Updated 8 months ago
- ☆428Aug 21, 2025Updated last year
- Code for NeurIPS'24 paper 'Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization'☆242Jul 19, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Steering vectors for transformer language models in Pytorch / Huggingface☆163Feb 21, 2025Updated last year
- ☆17Updated this week
- Improving Alignment and Robustness with Circuit Breakers☆269Sep 24, 2024Updated last year
- ☆14Aug 9, 2024Updated 2 years ago
- Implementation of path patching & activation patching (will eventually add to TransformerLens).☆15Jan 8, 2024Updated 2 years ago
- [arXiv:2605.19952] "Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory"☆18May 20, 2026Updated 4 months ago
- UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge☆13Nov 16, 2023Updated 2 years ago