Interpretability for sequence generation models 🐛 🔍
☆465Apr 25, 2026Updated 2 weeks ago
Alternatives and similar repositories for inseq
Users that are interested in inseq are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Materials for "Quantifying the Plausibility of Context Reliance in Neural Machine Translation" at ICLR'24 🐑 🐑☆16Apr 18, 2024Updated 2 years ago
- A python package for benchmarking interpretability techniques on Transformers.☆215Sep 29, 2024Updated last year
- Easy-to-use MIRAGE code for faithful answer attribution in RAG applications. Paper: https://aclanthology.org/2024.emnlp-main.347/☆26Mar 10, 2025Updated last year
- Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the…☆2,096Aug 15, 2024Updated last year
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆253Apr 27, 2026Updated last week
- 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.
- Materials for EACL2024 tutorial: Transformer-specific Interpretability☆65Mar 26, 2024Updated 2 years ago
- Interpreting Language Models with Contrastive Explanations (EMNLP 2022 Best Paper Honorable Mention)☆62May 12, 2022Updated 3 years ago
- Layer-wise Relevance Propagation for Large Language Models and Vision Transformers [ICML 2024]☆233Jul 11, 2025Updated 9 months ago
- Codes for "Benchmarking the Generation of Fact Checking Explanations"☆10Aug 16, 2024Updated last year
- Landing page for MIB: A Mechanistic Interpretability Benchmark☆24Aug 15, 2025Updated 8 months ago
- This repository collects all relevant resources about interpretability in LLMs☆396Nov 1, 2024Updated last year
- A python package to run inference with HuggingFace language and vision-language checkpoints wrapping many convenient features.☆28Sep 14, 2024Updated last year
- A library for mechanistic interpretability of GPT-style language models☆3,383Apr 30, 2026Updated last week
- ☆19Apr 26, 2026Updated last week
- 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.
- Code for the NAACL 2024 HCI+NLP Workshop paper "LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tool…☆13Mar 24, 2024Updated 2 years ago
- Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.☆1,412Aug 30, 2023Updated 2 years ago
- 👩💻 Code for the ACL paper "Detecting Edit Failures in LLMs: An Improved Specificity Benchmark"☆20Jan 19, 2024Updated 2 years ago
- DecompX: Explaining Transformers Decisions by Propagating Token Decomposition [ACL 2023]☆19Jul 3, 2025Updated 10 months ago
- ☆415Aug 21, 2025Updated 8 months ago
- Code and models for the COLING2020 paper "Bridging the Gap in Multilingual Semantic Role Labeling: a Language-Agnostic Approach".☆13Dec 2, 2022Updated 3 years ago
- ☆282Oct 1, 2024Updated last year
- This repository provides the source code used to automatically generate the book summarization datasets described in the paper titled "Ec…☆10Apr 14, 2025Updated last year
- The nnsight package enables interpreting and manipulating the internals of deep learned models.☆917May 1, 2026Updated last week
- 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.
- Model interpretability and understanding for PyTorch☆5,622May 1, 2026Updated last week
- A Word Level Transformer layer based on PyTorch and 🤗 Transformers.☆34Jan 31, 2024Updated 2 years ago
- Tools for understanding how transformer predictions are built layer-by-layer☆586Aug 7, 2025Updated 9 months ago
- Measuring the Mixing of Contextual Information in the Transformer☆34May 27, 2023Updated 2 years ago
- ☆15Apr 12, 2021Updated 5 years ago
- Code for the paper "Implicit Representations of Meaning in Neural Language Models"☆56Feb 14, 2023Updated 3 years ago
- This repository contains the resource introduced in the paper: "Truth or Mirage? Towards End-to-End Factuality Evaluation with LLM-Oasis"…☆25Oct 15, 2025Updated 6 months ago
- Training Sparse Autoencoders on Language Models☆1,361May 1, 2026Updated last week
- ☆13Jun 4, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆20Jan 16, 2024Updated 2 years ago
- Easy-to-use framework for evaluating cross-lingual consistency of factual knowledge (Supported LLaMA, BLOOM, mT5, RoBERTa, etc.) Paper he…☆28Aug 8, 2025Updated 9 months ago
- PyTorch and NNsight implementation of AtP* (Kramar et al 2024, DeepMind)☆20Jan 19, 2025Updated last year
- Sparsify transformers with SAEs and transcoders☆714Apr 27, 2026Updated last week
- Efficient few-shot learning with Sentence Transformers☆2,728Apr 17, 2026Updated 3 weeks ago
- ☆18Jun 13, 2023Updated 2 years ago
- HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation [ACL 2023]☆14Jul 11, 2023Updated 2 years ago