☆160Jan 15, 2024Updated 2 years ago
Alternatives and similar repositories for Explainability-for-Large-Language-Models
Users that are interested in Explainability-for-Large-Language-Models are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- under review☆14Mar 1, 2021Updated 5 years ago
- Using Explanations as a Tool for Advanced LLMs☆70Sep 11, 2024Updated last year
- [ACL 2024] Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models☆62Sep 4, 2024Updated last year
- [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"☆40Jul 18, 2025Updated 8 months ago
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆300Jan 22, 2026Updated 2 months 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.
- Code to reproduce key results accompanying "SAEs (usually) Transfer Between Base and Chat Models"☆13Jul 18, 2024Updated last year
- ☆18Aug 19, 2024Updated last year
- ☆19Aug 4, 2025Updated 8 months ago
- Co-Supervised Learning: Improving Weak-to-Strong Generalization with Hierarchical Mixture of Experts☆16Feb 26, 2024Updated 2 years ago
- 浙江大学Beamer模板☆15May 19, 2022Updated 3 years ago
- ☆17Mar 3, 2025Updated last year
- Code repository for "RL Grokking Recipe: How RL Unlocks and Transfers New Algorithms in LLMs""☆33Oct 12, 2025Updated 6 months ago
- Efficient Dictionary Learning with Switch Sparse Autoencoders (SAEs)☆25Dec 1, 2024Updated last year
- [ICLR 2025] "Rethinking LLM Unlearning Objectives: A Gradient Perspective and Go Beyond"☆17Feb 27, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- This repository collects all relevant resources about interpretability in LLMs☆392Nov 1, 2024Updated last year
- ☆19Jun 21, 2025Updated 9 months ago
- ☆105Jun 30, 2024Updated last year
- Evaluate interpretability methods on localizing and disentangling concepts in LLMs.☆58Oct 30, 2025Updated 5 months ago
- A curated list of resources for activation engineering☆134Oct 2, 2025Updated 6 months ago
- code for paper "learning to fool the speaker recognition"☆10Jun 12, 2020Updated 5 years ago
- Open source replication of Anthropic's Crosscoders for Model Diffing☆65Oct 27, 2024Updated last year
- In-Context Alignment: Chat with Vanilla Language Models Before Fine-Tuning☆34Aug 9, 2023Updated 2 years ago
- ☆23Nov 15, 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.
- ☆25Oct 22, 2022Updated 3 years ago
- source code for NeurIPS'24 paper "HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection"☆67Apr 11, 2025Updated last year
- [ICLR 2022] Official Code Repository for "TRGP: TRUST REGION GRADIENT PROJECTION FOR CONTINUAL LEARNING"☆22Oct 5, 2022Updated 3 years ago
- ☆25Aug 23, 2025Updated 7 months ago
- Paper list for the survey "Combating Misinformation in the Age of LLMs: Opportunities and Challenges" and the initiative "LLMs Meet Misin…☆106Nov 9, 2024Updated last year
- ✨✨ Official repo for "Comparative Analysis of Demonstration Selection Algorithms for LLM In-Context Learning"☆16Nov 8, 2024Updated last year
- Performant framework for training, analyzing and visualizing Sparse Autoencoders (SAEs) and their frontier variants.☆211Updated this week
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆62Mar 30, 2024Updated 2 years ago
- Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding☆152Jul 19, 2024Updated last year
- 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.
- [ICLR2026] "Co-rewarding: Stable Self-supervised RL for Eliciting Reasoning in Large Language Models"☆30Feb 4, 2026Updated 2 months ago
- Source code of our EMNLP 2024 paper "FactAlign: Long-form Factuality Alignment of Large Language Models"☆19Oct 3, 2024Updated last year
- Improving Steering Vectors by Targeting Sparse Autoencoder Features☆27Nov 20, 2024Updated last year
- An awesome repository & A comprehensive survey on interpretability of LLM attention heads.☆404Mar 2, 2025Updated last year
- PyTorch code for WWW 19 paper: On Attribution of Recurrent Neural Network Predictions via Additive Decomposition☆11Mar 18, 2021Updated 5 years ago
- Code for ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context☆17Nov 15, 2024Updated last year
- ☆20Jan 16, 2024Updated 2 years ago