Official implementation of MAIA, A Multimodal Automated Interpretability Agent
☆114Oct 22, 2025Updated last year
Alternatives and similar repositories for maia
Users that are interested in maia are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official implementation of FIND (NeurIPS '23) Function Interpretation Benchmark and Automated Interpretability Agents☆52Sep 24, 2024Updated 2 years ago
- PyTorch and NNsight implementation of AtP* (Kramar et al 2024, DeepMind)☆21Jan 19, 2025Updated last year
- 🌳 Repository for the "Thought Branches: Interpreting LLM Reasoning Requires Resampling" paper.☆14Nov 5, 2025Updated 11 months ago
- Minimum Description Length probing for neural network representations☆20Jan 28, 2025Updated last year
- Pytorch-based tools for constructing a vocabulary of visual concepts in a GAN.☆17Feb 25, 2022Updated 4 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.
- [ICCV 2025] TruthPrInt: Mitigating LVLM Object Hallucination Via Latent Truthful-Guided Pre-Intervention☆14Feb 11, 2026Updated 8 months ago
- Visual Concept Connectome☆15Jun 23, 2024Updated 2 years ago
- [EMNLP 2025 Oral] 🎉 Shallow Focus, Deep Fixes: Enhancing Shallow Layers Vision Attention Sinks to Alleviate Hallucination in LVLMs☆14Dec 10, 2025Updated 10 months ago
- [ICCV 2025] Auto Interpretation Pipeline and many other functionalities for Multimodal SAE Analysis.☆203Sep 26, 2025Updated last year
- A list of papers about concept bottleneck models (CBMs)☆35Nov 12, 2025Updated 11 months ago
- Official pytorch implementation of "RITUAL: Random Image Transformations as a Universal Anti-hallucination Lever in Large Vision Language…☆14Dec 16, 2024Updated last year
- Unified access to Large Language Model modules using NNsight☆121Updated this week
- ☆225Oct 14, 2025Updated last year
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆279Updated this week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code for the NAACL 2024 HCI+NLP Workshop paper "LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tool…☆12Mar 24, 2024Updated 2 years ago
- Code for "Don't trust your eyes: on the (un)reliability of feature visualizations" (ICML 2024)☆33Nov 15, 2023Updated 2 years ago
- ViT Prisma is a mechanistic interpretability library for Vision and Video Transformers (ViTs).☆397Oct 7, 2026Updated 3 weeks ago
- [NeurIPS 2024] CoSy is an automatic evaluation framework for textual explanations of neurons.☆21Jan 28, 2026Updated 9 months ago
- Sparsify transformers with SAEs and transcoders☆742Updated this week
- This is an implementation of the paper "Are We Done with Object-Centric Learning?"☆14Oct 19, 2026Updated last week
- A toolkit for describing model features and intervening on those features to steer behavior.☆270Mar 16, 2026Updated 7 months ago
- Code to reproduce key results for "Interpreting Attention Layer Outputs with Sparse Autoencoders"☆11Jul 27, 2024Updated 2 years ago
- ☆13Jan 31, 2025Updated last year
- 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.
- Official PyTorch Implementation for the "What if...?: Thinking Counterfactual Keywords Helps to Mitigate Hallucination in Large Multi-mod…☆20Sep 26, 2024Updated 2 years ago
- ☆11Jul 29, 2023Updated 3 years ago
- GPU_AC: Fast GPU Based Arithmetic Coding☆15Feb 26, 2025Updated last year
- awesome SAE papers☆81May 24, 2025Updated last year
- [EMNLP 2025 Demo] Extracting internal representations from vision-language models. Beta version.☆130Apr 25, 2026Updated 6 months ago
- Official implementation of "MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language Model". Our co…☆27Dec 20, 2024Updated last year
- 👋 Overcomplete is a Vision-based SAE Toolbox☆155Dec 4, 2025Updated 10 months ago
- Code used for "Training Agents to Self-Report Misbehavior"☆21Feb 27, 2026Updated 8 months ago
- A tiny easily hackable implementation of a feature dashboard.☆18Oct 21, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆18Aug 1, 2024Updated 2 years ago
- [NeurIPS 2025 MechInterp Workshop - Spotlight] Official implementation of the paper "RelP: Faithful and Efficient Circuit Discovery in La…☆29Nov 3, 2025Updated 11 months ago
- James' cookbook of evaluations and finetuning experiments☆36Feb 19, 2026Updated 8 months ago
- Repository for "I am a Strange Dataset: Metalinguistic Tests for Language Models"☆46Jan 11, 2024Updated 2 years ago
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆218Mar 12, 2026Updated 7 months ago
- [CVPR 2025] Concept Bottleneck Autoencoder (CB-AE) -- efficiently transform any pretrained (black-box) image generative model into an int…☆21Jul 13, 2026Updated 3 months ago
- [NeurIPS'25] Towards Interpretability Without Sacrifice: Faithful Dense Layer Decomposition with Mixture of Decoders☆16May 28, 2025Updated last year