Ber666 / reasoning-by-superpositionLinks
Official implementation of "Reasoning by Superposition: A Theoretical Perspective on Chain of Continuous Thought" (NeurIPS 2025)
☆32Updated 3 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
Sorting:
- [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623☆89Updated last year
- [NeurIPS 2024] Can LLMs Learn by Teaching for Better Reasoning? A Preliminary Study☆58Updated last year
- Revisiting Mid-training in the Era of Reinforcement Learning Scaling☆182Updated 5 months ago
- [EMNLP'25 Industry] Repo for "Z1: Efficient Test-time Scaling with Code"☆68Updated 9 months ago
- ☆75Updated last year
- ☆61Updated 6 months ago
- PostTrainBench measures how well CLI agents like Claude Code or Codex CLI can post-train base LLMs on a single H100 GPU in 10 hours☆102Updated this week
- [COLM 2025] Code for Paper: Learning Adaptive Parallel Reasoning with Language Models☆136Updated 3 weeks ago
- Code for "Reasoning to Learn from Latent Thoughts"☆124Updated 9 months ago
- General Reasoner: Advancing LLM Reasoning Across All Domains [NeurIPS25]☆210Updated last month
- The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling☆41Updated last week
- Code for "Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate" [COLM 2025]☆180Updated 6 months ago
- ☆79Updated 10 months ago
- Reinforcing General Reasoning without Verifiers☆93Updated 6 months ago
- RL Scaling and Test-Time Scaling (ICML'25)☆112Updated 11 months ago
- ☆110Updated 8 months ago
- Replicating O1 inference-time scaling laws☆91Updated last year
- ☆85Updated 2 months ago
- ☆139Updated last year
- Code for "Language Models Can Learn from Verbal Feedback Without Scalar Rewards"☆55Updated this week
- ☆118Updated last month
- [ICML 2025] Predictive Data Selection: The Data That Predicts Is the Data That Teaches☆59Updated 10 months ago
- [NeurIPS 2024] OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI☆107Updated 10 months ago
- ☆53Updated 11 months ago
- Code for Paper: Autonomous Evaluation and Refinement of Digital Agents [COLM 2024]☆147Updated last year
- ☆71Updated last year
- ☆109Updated 3 months ago
- [ACL 2025] An inference-time decoding strategy with adaptive foresight sampling☆105Updated 7 months ago
- [ICML 2025] Flow of Reasoning: Training LLMs for Divergent Reasoning with Minimal Examples☆113Updated 5 months ago
- [NeurIPS 2024 Spotlight] Code and data for the paper "Finding Transformer Circuits with Edge Pruning".☆63Updated 4 months ago