logix-project / logix
AI Logging for Interpretability and Explainability🔬
☆97Updated 7 months ago
Alternatives and similar repositories for logix:
Users that are interested in logix are comparing it to the libraries listed below
- Röttger et al. (2023): "XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models"☆77Updated last year
- DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)☆57Updated 3 months ago
- Function Vectors in Large Language Models (ICLR 2024)☆131Updated 3 months ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆61Updated 2 months ago
- ☆85Updated last year
- ☆63Updated 2 years ago
- Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆39Updated last month
- LoFiT: Localized Fine-tuning on LLM Representations☆30Updated this week
- ☆46Updated 11 months ago
- ☆43Updated 5 months ago
- ☆75Updated 5 months ago
- General-purpose activation steering library☆40Updated 2 weeks ago
- The accompanying code for "Transformer Feed-Forward Layers Are Key-Value Memories". Mor Geva, Roei Schuster, Jonathan Berant, and Omer Le…☆89Updated 3 years ago
- A library for efficient patching and automatic circuit discovery.☆46Updated last month
- ☆51Updated last year
- ☆36Updated last year
- ☆184Updated 10 months ago
- ☆30Updated 2 months ago
- ☆61Updated last year
- For OpenMOSS Mechanistic Interpretability Team's Sparse Autoencoder (SAE) research.☆82Updated this week
- Skill-It! A Data-Driven Skills Framework for Understanding and Training Language Models☆42Updated last year
- [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors☆71Updated 3 weeks ago
- Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".☆92Updated last year
- [NeurIPS'24 Spotlight] Observational Scaling Laws☆49Updated 3 months ago
- Steering Llama 2 with Contrastive Activation Addition☆113Updated 7 months ago
- ☆104Updated last month
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆102Updated 9 months ago
- ☆44Updated last year
- PASTA: Post-hoc Attention Steering for LLMs☆109Updated last month
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆66Updated 2 years ago