A curated list of explainability-related papers, articles, and resources focused on Large Language Models (LLMs). This repository aims to provide researchers, practitioners, and enthusiasts with insights into the explainability implications, challenges, and advancements surrounding these powerful models.
☆63Jun 25, 2025Updated last year
Alternatives and similar repositories for Awesome-LLM-Explainability
Users that are interested in Awesome-LLM-Explainability are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MATLAB Simulink Based Fault Tree Analyzer☆10Mar 12, 2024Updated 2 years ago
- Experimental toolbox for quantum Shapley values.☆10Jan 2, 2024Updated 2 years ago
- The official implementation of the paper "Towards Safe Self-Distillation of Internet-Scale Text-to-Image Diffusion Models" (ICML 2023 Wor…☆21Mar 19, 2024Updated 2 years ago
- ☆166Jan 15, 2024Updated 2 years ago
- This is the available code for the paper `evidential fully convolutional network for semantic segmentation (arXiv preprint arXiv:2103.135…☆13Jun 1, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- The Data Science and AI Educators' Programme☆33Jul 3, 2024Updated 2 years ago
- [EMNLP 2023] Poisoning Retrieval Corpora by Injecting Adversarial Passages https://arxiv.org/abs/2310.19156☆51Dec 14, 2023Updated 2 years ago
- Official Implementation of the paper: "A Rate-Distorion View of Uncertainty Quantification", ICML 2024☆28Sep 3, 2024Updated last year
- Retrieval-augmented Image Captioning☆13Feb 16, 2023Updated 3 years ago
- [ICLR 2023, Spotlight] Indiscriminate Poisoning Attacks on Unsupervised Contrastive Learning☆32Dec 2, 2023Updated 2 years ago
- This repo contains code related to development of LLM based projects with Langchain and LLamaIndex. It uses RAG, Function calling, agents…☆11Jul 19, 2024Updated 2 years ago
- Toward Expert-Level Medical Text Validation with Language Models☆18Oct 23, 2025Updated 9 months ago
- Generate 256x256, 512x512 resolution images with simple Convolutional GAN by adding Gaussian noise to discriminator layers.☆10Jul 11, 2021Updated 5 years ago
- ☆61Jun 5, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆17Mar 23, 2021Updated 5 years ago
- TFA project for indirect call analysis☆13Mar 13, 2025Updated last year
- ☆17May 3, 2023Updated 3 years ago
- Bridging the CAN Bus to ROS topics based on the socketcan libraries.☆130May 15, 2024Updated 2 years ago
- 大众点评成都650家咖啡店的数据分析☆11Aug 20, 2020Updated 5 years ago
- This repository is a curated collection of information (keywords, papers, libraries, books, etc.) about counterfactual explanations🙃 Con…☆24Oct 27, 2022Updated 3 years ago
- [PUT ICML 2025] Accurate Parameter-Efficient Test-Time Adaptation for Time Series Forecasting☆20May 30, 2025Updated last year
- MLRun Fraud detection demo☆24Mar 10, 2026Updated 4 months ago
- Automated Question-Answering Over Knowledge Graphs in O&M of Wind Turbines☆14Aug 16, 2022Updated 3 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.
- This GenAI demo project, built with CrewAI and AutoGen, showcases potential security risks associated with AI agents.☆17May 1, 2025Updated last year
- Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)☆162Oct 24, 2024Updated last year
- Run large AI models in TEE environment☆15Sep 10, 2024Updated last year
- Use pytorch the right way http://pytorch.org/docs/☆14Nov 1, 2017Updated 8 years ago
- Evaluating Durability: Benchmark Insights into Multimodal Watermarking☆12Jun 7, 2024Updated 2 years ago
- ☆164Sep 12, 2023Updated 2 years ago
- Source code for EPA’s annual air trends report on air quality, emissions and visibility trends.☆17Feb 20, 2026Updated 5 months ago
- ☆192Jul 2, 2025Updated last year
- ☆17Oct 11, 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.
- ☆17Aug 19, 2024Updated last year
- The official PyTorch code for AAAI'23 Paper "Sparse Coding in a Dual Memory System for Lifelong Learning"☆12Feb 15, 2023Updated 3 years ago
- The code and datasets of our ACM MM 2024 paper "Hallu-PI: Evaluating Hallucination in Multi-modal Large Language Models within Perturbed …☆11Sep 27, 2024Updated last year
- Find similarity between two strings, based on Dice Similarity Coefficient DSC☆13Jan 23, 2023Updated 3 years ago
- Official code for ST-RoomNet☆21Nov 24, 2023Updated 2 years ago
- An OpenAI-powered triage bot for a slack support channel designed to tag oncalls, prioritize issues, suggest solutions, and streamline co…☆13Jun 11, 2025Updated last year
- [NeurIPS 2025] Official Implementation for Learning to Steer: Input-dependent Steering for Multimodal LLMs☆19Dec 14, 2025Updated 7 months ago