wesg52 / world-modelsLinks
Extracting spatial and temporal world models from LLMs
☆257Updated 2 years ago
Alternatives and similar repositories for world-models
Users that are interested in world-models are comparing it to the libraries listed below
Sorting:
- Sotopia: an Open-ended Social Learning Environment (ICLR 2024 spotlight)☆261Updated last week
- ☆316Updated last year
- ☆212Updated 2 years ago
- Emergent world representations: Exploring a sequence model trained on a synthetic task☆191Updated 2 years ago
- Code for Arxiv 2023: Improving Language Model Negociation with Self-Play and In-Context Learning from AI Feedback☆208Updated 2 years ago
- Code to reproduce "Transformers Can Do Arithmetic with the Right Embeddings", McLeish et al (NeurIPS 2024)☆194Updated last year
- ☆136Updated 2 years ago
- Code for NeurIPS'24 paper 'Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization'☆234Updated 4 months ago
- Interpretable text embeddings by asking LLMs yes/no questions (NeurIPS 2024)☆45Updated last year
- ☆297Updated 2 years ago
- Tools for understanding how transformer predictions are built layer-by-layer☆546Updated 3 months ago
- Scaling Data-Constrained Language Models☆342Updated 5 months ago
- datasets from the paper "Towards Understanding Sycophancy in Language Models"☆97Updated 2 years ago
- [NeurIPS '23 Spotlight] Thought Cloning: Learning to Think while Acting by Imitating Human Thinking☆269Updated last year
- ☆139Updated last year
- Functional Benchmarks and the Reasoning Gap☆90Updated last year
- Repository for the paper Stream of Search: Learning to Search in Language☆151Updated 9 months ago
- A mechanistic approach for understanding and detecting factual errors of large language models.☆48Updated last year
- A virtual environment for developing and evaluating automated scientific discovery agents.☆191Updated 8 months ago
- Self-playing Adversarial Language Game Enhances LLM Reasoning, NeurIPS 2024☆141Updated 9 months ago
- RuLES: a benchmark for evaluating rule-following in language models☆240Updated 9 months ago
- Evaluating LLMs with fewer examples☆168Updated last year
- ☆283Updated last year
- ☆129Updated last year
- Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).☆228Updated 11 months ago
- ☆150Updated last year
- ☆144Updated last year
- [ACL 2024] Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View☆118Updated 5 months ago
- Code for STaR: Bootstrapping Reasoning With Reasoning (NeurIPS 2022)☆218Updated 2 years ago
- Code for Paper: Autonomous Evaluation and Refinement of Digital Agents [COLM 2024]☆147Updated last year