Official implementation of "Reasoning by Superposition: A Theoretical Perspective on Chain of Continuous Thought" (NeurIPS 2025)
☆44Oct 8, 2025Updated 10 months ago
Alternatives and similar repositories for reasoning-by-superposition
Users that are interested in reasoning-by-superposition are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official Repository of LatentSeek☆87Jun 6, 2025Updated last year
- The code for creating the iGSM datasets in papers "Physics of Language Models Part 2.1, Grade-School Math and the Hidden Reasoning Proces…☆90Jan 12, 2025Updated last year
- ☆27Feb 20, 2026Updated 6 months ago
- Official Code for What Makes and Breaks Safety Fine-tuning? A Mechanistic Study (NeurIPS 2024)☆11Oct 31, 2024Updated last year
- ☆15Sep 29, 2022Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Training Large Language Model to Reason in a Continuous Latent Space☆1,695Jul 2, 2026Updated 2 months ago
- ☆71Feb 4, 2026Updated 7 months ago
- MCOUT: Multimodal Chain of Continuous Thought for Latent Reasoning☆22Oct 4, 2025Updated 11 months ago
- Supporting code for the blog post on modular manifolds.☆130Sep 26, 2025Updated 11 months ago
- This repo is built to facilitate the training and analysis of autoregressive transformers on maze-solving tasks.☆35Oct 28, 2025Updated 10 months ago
- Official github repo for "Fractional Reasoning via Latent Steering Vectors Improves Inference Time Compute"☆17Jun 30, 2025Updated last year
- 6,080-param transformer achieving 100% accuracy on 10-digit addition. Trained from scratch in 10 minutes.☆22Feb 19, 2026Updated 6 months ago
- [ICLR 2026] Thinking on the Fly: Test-Time Reasoning Enhancement via Latent Thought Policy Optimization☆32Mar 6, 2026Updated 5 months ago
- ☆117Jan 11, 2026Updated 7 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Code for Dayal Kalra's research internship on scalable curvature measures for neural networks.☆29Feb 3, 2026Updated 7 months ago
- Implementation of approximate free-energy minimization in PyTorch☆21Oct 16, 2021Updated 4 years ago
- Code for "Echo Chamber: RL Post-training Amplifies Behaviors Learned in Pretraining"☆30Oct 14, 2025Updated 10 months ago
- [ICML 2026 Spotlight] On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models☆166Jun 8, 2026Updated 2 months ago
- ☆28Jun 2, 2026Updated 3 months ago
- VisualToolAgent (VisTA): A Reinforcement Learning Framework for Visual Tool Selection☆27May 31, 2025Updated last year
- Code for "Evidence of Learned Look-Ahead in a Chess-Playing Neural Network"☆31Jun 4, 2024Updated 2 years ago
- ☆35Jul 5, 2023Updated 3 years ago
- Parallel Continuous Chain-of-Thought with Jacobi Iteration. Accepted to EMNLP 2025.☆25Mar 29, 2026Updated 5 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A varitation graph tool☆10Dec 23, 2019Updated 6 years ago
- official implementation of ICLR'2025 paper: Rethinking Bradley-Terry Models in Preference-based Reward Modeling: Foundations, Theory, and…☆73Apr 2, 2025Updated last year
- Multi-Layer Sparse Autoencoders (ICLR 2025)☆30Feb 6, 2026Updated 6 months ago
- Large Gaussian Reconstruction Model for Efficient 3D Reconstruction and Generation☆17Apr 3, 2024Updated 2 years ago
- Flax (JAX) implementation of Progressive Growing of GANs for Improved Quality, Stability, and Variation☆12May 24, 2021Updated 5 years ago
- MMoE: Multimodal Mixture-of-Experts (EMNLP 2024)☆16Nov 14, 2024Updated last year
- ☆21Apr 3, 2026Updated 5 months ago
- Physics of Language Models: Part 4.2, Canon Layers at Scale where Synthetic Pretraining Resonates in Reality☆360Aug 21, 2026Updated 2 weeks ago
- Image captioning with Transformer☆14Oct 11, 2021Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- [EMNLP 25] An effective and interpretable weight-editing method for mitigating overly short reasoning in LLMs, and a mechanistic study un…☆19Aug 24, 2026Updated last week
- Notebooks accompanying Anthropic's "Toy Models of Superposition" paper☆158Sep 14, 2022Updated 3 years ago
- finding new ramsey bounds through scaling autoresearch☆48May 13, 2026Updated 3 months ago
- FeatureAlignment = Alignment + Mechanistic Interpretability☆35Mar 8, 2025Updated last year
- Implementation of the model: "Reka Core, Flash, and Edge: A Series of Powerful Multimodal Language Models" in PyTorch☆29Updated this week
- Code repository for "Eliciting Secret Knowledge from Language Models"☆24Mar 30, 2026Updated 5 months ago
- ☆11Feb 12, 2018Updated 8 years ago