shengliu66 / ICVLinks
Code for In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering
☆192Updated 9 months ago
Alternatives and similar repositories for ICV
Users that are interested in ICV are comparing it to the libraries listed below
Sorting:
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆140Updated 4 months ago
- Function Vectors in Large Language Models (ICLR 2024)☆183Updated 6 months ago
- PASTA: Post-hoc Attention Steering for LLMs☆127Updated 11 months ago
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆159Updated 8 months ago
- Code for the EMNLP 2024 paper "Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps"☆141Updated last month
- Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)☆128Updated 4 months ago
- Steering Llama 2 with Contrastive Activation Addition☆192Updated last year
- [ICLR 2025] General-purpose activation steering library☆116Updated last month
- ☆101Updated 2 years ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆121Updated last year
- This repository contains the code and data for the paper "SelfIE: Self-Interpretation of Large Language Model Embeddings" by Haozhe Chen,…☆53Updated 11 months ago
- Public code repo for paper "SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales"☆109Updated last year
- Steering vectors for transformer language models in Pytorch / Huggingface☆128Updated 8 months ago
- AI Logging for Interpretability and Explainability🔬☆133Updated last year
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆66Updated 11 months ago
- ☆197Updated 6 months ago
- Code release for "Debating with More Persuasive LLMs Leads to More Truthful Answers"☆120Updated last year
- Official repository for "Scaling Retrieval-Based Langauge Models with a Trillion-Token Datastore".☆218Updated 2 weeks ago
- ☆103Updated last year
- ☆197Updated last year
- [NeurIPS 2023] This is the code for the paper `Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias`.☆155Updated 2 years ago
- ☆139Updated last year
- Code and results accompanying the paper "Refusal in Language Models Is Mediated by a Single Direction".☆296Updated 5 months ago
- Critique-out-Loud Reward Models☆70Updated last year
- ☆100Updated last year
- ☆82Updated 9 months ago
- Codebase for reproducing the experiments of the semantic uncertainty paper (paragraph-length experiments).☆74Updated last year
- Benchmarking LLMs with Challenging Tasks from Real Users☆244Updated last year
- ☆35Updated last year
- ☆156Updated last year