shengliu66 / ICVView external linksLinks
Code for In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering
☆198Feb 13, 2025Updated last year
Alternatives and similar repositories for ICV
Users that are interested in ICV are comparing it to the libraries listed below
Sorting:
- Function Vectors in Large Language Models (ICLR 2024)☆191Apr 17, 2025Updated 9 months ago
- ☆104Oct 30, 2023Updated 2 years ago
- 【NeurIPS 2024】The implementation of LIVE: Learnable In-Context Vector for Visual Question Answering https://arxiv.org/abs/2406.13185☆22May 31, 2025Updated 8 months ago
- Steering Llama 2 with Contrastive Activation Addition☆207May 23, 2024Updated last year
- ☆247Feb 22, 2024Updated last year
- LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces☆100Sep 21, 2023Updated 2 years ago
- [ICLR 2025] General-purpose activation steering library☆141Sep 18, 2025Updated 4 months ago
- Dialogue Action Tokens: Steering Language Models in Goal-Directed Dialogue with a Multi-Turn Planner☆30Jun 27, 2024Updated last year
- Inference-Time Intervention: Eliciting Truthful Answers from a Language Model☆570Jan 28, 2025Updated last year
- Steer LLM outputs towards a certain topic/subject and enhance response capabilities using activation engineering by adding steering vecto…☆268Jan 10, 2026Updated last month
- Self-Supervised Alignment with Mutual Information☆20May 24, 2024Updated last year
- Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"☆537Jan 17, 2025Updated last year
- A library for making RepE control vectors☆685Sep 24, 2025Updated 4 months ago
- PaCE: Parsimonious Concept Engineering for Large Language Models (NeurIPS 2024)☆42Jan 18, 2026Updated 3 weeks ago
- Improving Alignment and Robustness with Circuit Breakers☆258Sep 24, 2024Updated last year
- Steering vectors for transformer language models in Pytorch / Huggingface☆140Feb 21, 2025Updated 11 months ago
- A resource repository for representation engineering in large language models☆148Nov 14, 2024Updated last year
- Stanford NLP Python library for Representation Finetuning (ReFT)☆1,555Jan 14, 2026Updated last month
- ☆116Feb 11, 2025Updated last year
- ☆27Aug 30, 2023Updated 2 years ago
- Toolkit for attaching, training, saving and loading of new heads for transformer models☆294Mar 4, 2025Updated 11 months ago
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆168Feb 6, 2024Updated 2 years ago
- Algebraic value editing in pretrained language models☆68Nov 1, 2023Updated 2 years ago
- Code release for the paper "Style Vectors for Steering Generative Large Language Models", accepted to the Findings of the EACL 2024.☆36Sep 26, 2024Updated last year
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆69Feb 27, 2024Updated last year
- 🐜🔧 A minimalistic tool to fine-tune your LLMs☆18Aug 17, 2023Updated 2 years ago
- Analyzing LLM Alignment via Token distribution shift☆17Jan 26, 2024Updated 2 years ago
- ☆46Feb 8, 2024Updated 2 years ago
- The nnsight package enables interpreting and manipulating the internals of deep learned models.☆811Updated this week
- Accompanying code for "Boosted Prompt Ensembles for Large Language Models"☆30Apr 13, 2023Updated 2 years ago
- Understanding the correlation between different LLM benchmarks☆29Jan 11, 2024Updated 2 years ago
- Representation Engineering: A Top-Down Approach to AI Transparency☆947Aug 14, 2024Updated last year
- [ICLR 2024] Evaluating Large Language Models at Evaluating Instruction Following☆136Jul 8, 2024Updated last year
- ☆56Nov 6, 2024Updated last year
- ☆18Mar 30, 2025Updated 10 months ago
- Official Repo for MageBench: Bridging Large Multimodal Models to Agents☆22Jan 8, 2025Updated last year
- [ICLR2024] (EvALign-ICL Benchmark) Beyond Task Performance: Evaluating and Reducing the Flaws of Large Multimodal Models with In-Context …☆22Mar 1, 2024Updated last year
- An in-context learning research testbed☆19Mar 16, 2025Updated 10 months ago
- ☆103Dec 7, 2023Updated 2 years ago