Dakingrai / awesome-mechanistic-interpretability-lm-papers
☆72Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for awesome-mechanistic-interpretability-lm-papers
- Function Vectors in Large Language Models (ICLR 2024)☆119Updated last month
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆75Updated last month
- ☆81Updated last year
- ☆71Updated 3 months ago
- Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆26Updated 3 weeks ago
- ☆39Updated last year
- ☆26Updated 6 months ago
- Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".☆58Updated 8 months ago
- AI Logging for Interpretability and Explainability🔬☆89Updated 5 months ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆54Updated 2 weeks ago
- The Paper List on Data Contamination for Large Language Models Evaluation.☆75Updated this week
- The accompanying code for "Transformer Feed-Forward Layers Are Key-Value Memories". Mor Geva, Roei Schuster, Jonathan Berant, and Omer Le…☆85Updated 3 years ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆45Updated 7 months ago
- A curated list of awesome resources dedicated to Scaling Laws for LLMs☆63Updated last year
- LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces☆78Updated last year
- ☆44Updated 10 months ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆97Updated 7 months ago
- [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors☆69Updated 8 months ago
- Code release for "Debating with More Persuasive LLMs Leads to More Truthful Answers"☆84Updated 7 months ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆97Updated 2 months ago
- ☆98Updated 3 months ago
- LoFiT: Localized Fine-tuning on LLM Representations☆21Updated 4 months ago
- Data and code for the preprint "In-Context Learning with Long-Context Models: An In-Depth Exploration"☆31Updated 3 months ago
- Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)☆62Updated last month
- A resource repository for representation engineering in large language models☆54Updated this week
- DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)☆53Updated last month
- For OpenMOSS Mechanistic Interpretability Team's Sparse Autoencoder (SAE) research.☆48Updated this week
- ☆33Updated 9 months ago
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆65Updated 2 years ago
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆83Updated 4 months ago