multimodal-interpretability / maiaLinks
Official implementation of MAIA, A Multimodal Automated Interpretability Agent
☆92Updated 3 months ago
Alternatives and similar repositories for maia
Users that are interested in maia are comparing it to the libraries listed below
Sorting:
- [ICCV 2025] Auto Interpretation Pipeline and many other functionalities for Multimodal SAE Analysis.☆155Updated last week
- Holistic evaluation of multimodal foundation models☆48Updated last year
- Official PyTorch Implementation for Vision-Language Models Create Cross-Modal Task Representations, ICML 2025☆31Updated 5 months ago
- PyTorch library for Active Fine-Tuning☆93Updated last week
- Code for reproducing our paper "Not All Language Model Features Are Linear"☆81Updated 10 months ago
- ☆33Updated 9 months ago
- [NeurIPS 2024] Goldfish Loss: Mitigating Memorization in Generative LLMs☆92Updated 10 months ago
- [ICLR 2025] Monet: Mixture of Monosemantic Experts for Transformers☆73Updated 3 months ago
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆136Updated 3 months ago
- Decomposing and Editing Predictions by Modeling Model Computation☆138Updated last year
- Sparse autoencoders for vision☆46Updated this week
- Official PyTorch implementation and models for paper "Diffusion Beats Autoregressive in Data-Constrained Settings". We find diffusion mod…☆101Updated last month
- Implementation of 🥥 Coconut, Chain of Continuous Thought, in Pytorch☆180Updated 3 months ago
- ☆142Updated last year
- Official code for the ICML 2024 paper "The Entropy Enigma: Success and Failure of Entropy Minimization"☆53Updated last year
- ☆41Updated last year
- Co-LLM: Learning to Decode Collaboratively with Multiple Language Models☆121Updated last year
- [ACL2025] Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models☆78Updated 4 months ago
- Official repository of "LiNeS: Post-training Layer Scaling Prevents Forgetting and Enhances Model Merging"☆30Updated 11 months ago
- PaCE: Parsimonious Concept Engineering for Large Language Models (NeurIPS 2024)☆40Updated 11 months ago
- ☆100Updated last year
- [ACL 2024 Findings & ICLR 2024 WS] An Evaluator VLM that is open-source, offers reproducible evaluation, and inexpensive to use. Specific…☆77Updated last year
- Unofficial Implementation of Chain-of-Thought Reasoning Without Prompting☆33Updated last year
- [ACL2025 Findings] Benchmarking Multihop Multimodal Internet Agents☆46Updated 7 months ago
- Function Vectors in Large Language Models (ICLR 2024)☆180Updated 5 months ago
- Sparse and discrete interpretability tool for neural networks☆63Updated last year
- [EMNLP 2024 Findings] ProSA: Assessing and Understanding the Prompt Sensitivity of LLMs☆29Updated 4 months ago
- ☆85Updated last year
- Dynamic Cheatsheet: Test-Time Learning with Adaptive Memory☆74Updated 4 months ago
- ☆191Updated last year