code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models
☆52Nov 17, 2024Updated last year
Alternatives and similar repositories for neuron-attribution
Users that are interested in neuron-attribution 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 EMNLP 2024 paper: Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron Analysis☆12Nov 17, 2024Updated last year
- code for EMNLP 2024 paper: How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for M…☆13Nov 17, 2024Updated last year
- ☆24Dec 17, 2024Updated last year
- This repository contains the code for the paper "LLM Reasoning as Trajectories: Step-Specific Representation Geometry and Correctness Sig…☆24Apr 15, 2026Updated 6 months ago
- Codebase for Hyperdecoders https://arxiv.org/abs/2203.08304☆14Oct 11, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆24May 21, 2026Updated 5 months ago
- ReasoningLens: a user-friendly toolkit to visualize, understand, and debug model reasoning chains.☆27Jul 7, 2026Updated 3 months ago
- A comprehensive and open-source reproduction of Jev.☆23Sep 29, 2026Updated last month
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆308Jan 22, 2026Updated 9 months ago
- ☆34Feb 11, 2025Updated last year
- This is a repository for paper titled, PlaSma: Making Small Language Models Better Procedural Knowledge Models for (Counterfactual) Plann…☆14Nov 3, 2023Updated 2 years ago
- Official implementation of "MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language Model". Our co…☆27Dec 20, 2024Updated last year
- [ACL 2024] Unveiling Linguistic Regions in Large Language Models☆34Jun 9, 2024Updated 2 years ago
- Using sparse coding to find distributed representations used by neural networks.☆315Nov 10, 2023Updated 2 years 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.
- A curated collection of resources focused on the Mechanistic Interpretability (MI) of Large Multimodal Models (LMMs). This repository agg…☆223Mar 4, 2026Updated 7 months ago
- [COLING 2025] Let's Focus on Neuron: Neuron-Level Supervised Fine-tuning for Large Language Model☆10Jan 17, 2025Updated last year
- ☆149Aug 4, 2024Updated 2 years ago
- Code for the paper "A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis"☆20Jun 12, 2025Updated last year
- minimal code to reproduce results from Separating Tongue from Thought: Activation Patching Reveals Language-Agnostic Concept Representati…☆14Sep 25, 2025Updated last year
- This is the source code for the paper "Information Flow Reveals When to Trust Language Models"☆15Jul 13, 2026Updated 3 months ago
- ☆94Dec 23, 2024Updated last year
- ☆38Nov 16, 2025Updated 11 months ago
- Code for "Tracing Knowledge in Language Models Back to the Training Data"☆40Dec 27, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [ICLR 2025 Oral] Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition☆17Nov 25, 2024Updated last year
- The open-source materials for paper "Sparsing Law: Towards Large Language Models with Greater Activation Sparsity".☆32Nov 12, 2024Updated last year
- Initial Exploratory Works on Knowledge Tracing in Transformer Based Language Models☆12Feb 21, 2024Updated 2 years ago
- ☆12Apr 25, 2024Updated 2 years ago
- A Jensen-Shannon Divergence Driven Mechanistic Study of Context Attribution in Retrieval-Augmented Generation☆18Aug 28, 2025Updated last year
- ☆11Nov 13, 2024Updated last year
- ☆18Aug 7, 2026Updated 2 months ago
- Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)☆152Jul 13, 2025Updated last year
- Official code for the paper Towards Fully Exploiting LLM Internal States to Enhance Knowledge Boundary Perception. The code is based on t…☆21Aug 5, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- This repository collects all relevant resources about interpretability in LLMs☆412Nov 1, 2024Updated last year
- ☆37Jun 13, 2025Updated last year
- Code for paper: Aligning Large Language Models with Representation Editing: A Control Perspective☆34Jan 31, 2025Updated last year
- ☆11Feb 8, 2025Updated last year
- Official Repository for our paper: AdaPlanBench: Evaluating Adaptive Planning in Large Language Model Agents under World and User Constra…☆28Sep 19, 2026Updated last month
- Röttger et al. (2025): "MSTS: A Multimodal Safety Test Suite for Vision-Language Models"☆21Mar 31, 2025Updated last year
- Official code for paper "Revisiting Model Interpolation for Efficient Reasoning"☆18Jul 14, 2026Updated 3 months ago