Complexity vs. Accuracy: On Mechanistic Interpretability's Dependence on the Linear Representation Hypothesis
☆14Oct 9, 2025Updated last year
Alternatives and similar repositories for non-linear-representation-dilemma
Users that are interested in non-linear-representation-dilemma are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆13Aug 19, 2024Updated 2 years ago
- Modified to support crosscoder training.☆29Jul 2, 2026Updated 4 months ago
- Code and data for the paper "LatentLens: Revealing Highly Interpretable Visual Tokens in LLMs"☆52Oct 30, 2026Updated last week
- A library for activation patching based on nnsight.☆12May 27, 2025Updated last year
- Large Flow Language Models (Lafa)☆40Oct 21, 2026Updated 3 weeks ago
- 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.
- ☆20Jun 20, 2025Updated last year
- A tiny easily hackable implementation of a feature dashboard.☆18Oct 21, 2025Updated last year
- ☆15May 27, 2025Updated last year
- ☆11May 18, 2026Updated 5 months ago
- ☆10May 23, 2025Updated last year
- [WWW 2026] Official resources of "NeocorRAG: Less Irrelevant Information, More Explicit Evidence and More Effective Recall via Evidence C…☆12Jun 25, 2026Updated 4 months ago
- Repository for the Feature Alignment to Descriptions Evaluation (FADE) Paper☆11Feb 10, 2026Updated 9 months ago
- PyTorch and NNsight implementation of AtP* (Kramar et al 2024, DeepMind)☆21Jan 19, 2025Updated last year
- The dataset and code of XplainLLM paper☆14Sep 24, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆10Apr 12, 2023Updated 3 years ago
- Code for our ICLR 2026 paper "Understanding and Improving Hyperbolic Deep Reinforcement Learning"☆12Apr 7, 2026Updated 7 months ago
- Code for the experiments and websites of the paper "Same Task, Different Circuits"☆38Jul 21, 2026Updated 3 months ago
- https://icml.cc/virtual/2023/poster/24354☆10Aug 15, 2023Updated 3 years ago
- Official code for "Algorithmic Capabilities of Random Transformers" (NeurIPS 2024)☆16Sep 28, 2024Updated 2 years ago
- ☆16Mar 27, 2026Updated 7 months ago
- [ACL 2026] Rectifying the Emotional Flow: Aligning Priors and Dynamic Guidance for High-Arousal Text-to-Speech☆18Apr 29, 2026Updated 6 months ago
- A Tool to visualize NN training☆15Feb 21, 2026Updated 8 months ago
- ☆12Jun 5, 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.
- Code and data for editing model beliefs with SDF and other methods, and for evaluating the depth of the implanted beliefs.☆20Oct 23, 2025Updated last year
- Implementation of path patching & activation patching (will eventually add to TransformerLens).☆16Jan 8, 2024Updated 2 years ago
- ☆15Mar 12, 2024Updated 2 years ago
- ☆17Jun 15, 2026Updated 4 months ago
- Implementation of "SALSA-CLRS: A Sparse and Scalable Benchmark for Algorithmic Reasoning". SALSA-CLRS is an extension to the original clr…☆22Nov 21, 2023Updated 2 years ago
- Enhancing Automated Interpretability with Output-Centric Feature Descriptions☆13Jun 12, 2025Updated last year
- IJCAI-24 Tutorial on Counterfactual Explanations: https://sites.google.com/view/tut-counterfactuals-ijcai24/☆12Aug 5, 2024Updated 2 years ago
- ☆15Sep 4, 2026Updated 2 months ago
- [ICML 24] A novel automated neuron explanation framework that can accurately describe poly-semantic concepts in deep neural networks☆14May 2, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆19Aug 17, 2022Updated 4 years ago
- Code for "Automatic Circuit Finding and Faithfulness"☆19Jul 11, 2024Updated 2 years ago
- ☆435Aug 21, 2025Updated last year
- ☆17May 19, 2026Updated 5 months ago
- Agentic Deep Graph Reasoning Implementation☆14Mar 4, 2025Updated last year
- Official Code Repo for Paper: Posterior Refinement☆14Sep 22, 2026Updated last month
- We introduce a large semi-automatically generated dataset of ~400,000 descriptive sentences about commonsense knowledge that can be true …☆14May 13, 2024Updated 2 years ago
Are these results useful?