A curated list of Large Language Model (LLM) Interpretability resources.
☆1,631Feb 24, 2026Updated 5 months ago
Alternatives and similar repositories for awesome-llm-interpretability
Users that are interested in awesome-llm-interpretability are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository collects all relevant resources about interpretability in LLMs☆402Nov 1, 2024Updated last year
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆308Jan 22, 2026Updated 6 months ago
- awesome papers in LLM interpretability☆624Aug 20, 2025Updated 11 months ago
- A library for mechanistic interpretability of GPT-style language models☆3,723Updated this week
- A unified evaluation framework for large language models☆2,821Feb 20, 2026Updated 5 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Training Sparse Autoencoders on Language Models☆1,487Updated this week
- ☆260Nov 22, 2024Updated last year
- Robust recipes to align language models with human and AI preferences☆5,651May 26, 2026Updated 2 months ago
- From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓☆3,657Apr 20, 2026Updated 3 months ago
- Collection of Reverse Engineering in Large Model☆35Jan 8, 2025Updated last year
- A resource repository for representation engineering in large language models☆156Nov 14, 2024Updated last year
- Sparse Autoencoder for Mechanistic Interpretability☆303Jul 20, 2024Updated 2 years ago
- An awesome repository & A comprehensive survey on interpretability of LLM attention heads.☆412Mar 2, 2025Updated last year
- 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.☆13,594Jul 20, 2026Updated last week
- 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.
- 🔥Highlighting the top ML papers every week.☆12,682Updated this week
- Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models☆832Jun 5, 2026Updated last month
- A framework for few-shot evaluation of language models.☆13,443Jul 13, 2026Updated 2 weeks ago
- Implementation of the training framework proposed in Self-Rewarding Language Model, from MetaAI☆1,411Apr 11, 2024Updated 2 years ago
- ☆4,121Apr 15, 2026Updated 3 months ago
- Tools for merging pretrained large language models.☆7,266Jun 17, 2026Updated last month
- Using sparse coding to find distributed representations used by neural networks.☆307Nov 10, 2023Updated 2 years ago
- Representation Engineering: A Top-Down Approach to AI Transparency☆1,015Aug 14, 2024Updated last year
- Tools for understanding how transformer predictions are built layer-by-layer☆605Aug 7, 2025Updated 11 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Stanford NLP Python library for understanding and improving PyTorch models via interventions☆893Mar 6, 2026Updated 4 months ago
- ☆8,675Oct 9, 2024Updated last year
- List of papers on hallucination detection in LLMs.☆1,118Updated this week
- Awesome-LLM: a curated list of Large Language Model☆27,203Jul 31, 2025Updated 11 months ago
- A library for advanced large language model reasoning☆2,341Jun 10, 2025Updated last year
- Train transformer language models with reinforcement learning.☆18,953Updated this week
- Code for the paper "A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis"☆20Jun 12, 2025Updated last year
- DSPy: The framework for programming—not prompting—language models☆36,434Updated this week
- The paper list of the 86-page SCIS cover paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et a…☆8,169Sep 12, 2025Updated 10 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We als…☆18,540May 19, 2026Updated 2 months ago
- A curated list of resources for activation engineering☆139Oct 2, 2025Updated 9 months ago
- [ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.☆2,886Jul 14, 2026Updated 2 weeks ago
- ☆428Aug 21, 2025Updated 11 months ago
- ☆597Jul 19, 2024Updated 2 years ago
- [EMNLP'23, ACL'24] To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which ach…☆6,498Apr 8, 2026Updated 3 months ago
- A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.☆6,893Dec 17, 2025Updated 7 months ago