divelab / Sys2BenchLinks
Sys2Bench is a benchmarking suite designed to evaluate reasoning and planning capabilities of large language models across algorithmic, logical, arithmetic, and common-sense reasoning tasks.
☆29Updated 11 months ago
Alternatives and similar repositories for Sys2Bench
Users that are interested in Sys2Bench are comparing it to the libraries listed below
Sorting:
- A Sober Look at Language Model Reasoning☆92Updated 2 months ago
- Discriminative Constrained Optimization for Reinforcing Large Reasoning Models☆50Updated 3 months ago
- ☆25Updated 9 months ago
- [ICLR 2025 Workshop] "Landscape of Thoughts: Visualizing the Reasoning Process of Large Language Models"☆44Updated 5 months ago
- ☆142Updated 10 months ago
- ☆352Updated 6 months ago
- Official Repository of LatentSeek☆76Updated 8 months ago
- [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"☆38Updated 6 months ago
- ☆59Updated 3 weeks ago
- ☆12Updated 11 months ago
- This is the official implementation of the paper "S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning"☆73Updated 9 months ago
- Optimizing Anytime Reasoning via Budget Relative Policy Optimization☆51Updated 6 months ago
- [arxiv: 2512.19673] Bottom-up Policy Optimization: Your Language Model Policy Secretly Contains Internal Policies☆59Updated this week
- [NeurIPS 2025] Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆157Updated 3 months ago
- ☆204Updated last month
- Code for "Language Models Can Learn from Verbal Feedback Without Scalar Rewards"☆57Updated last month
- [ICML'25] Our study systematically investigates massive values in LLMs' attention mechanisms. First, we observe massive values are concen…☆85Updated 7 months ago
- Reasoning Activation in LLMs via Small Model Transfer (NeurIPS 2025)☆21Updated 3 months ago
- ☆75Updated last year
- ☆50Updated 11 months ago
- ☆43Updated 5 months ago
- Code for "CREAM: Consistency Regularized Self-Rewarding Language Models", ICLR 2025.☆28Updated 11 months ago
- Resources and paper list for 'Scaling Environments for Agents'. This repository accompanies our survey on how environments contribute to …☆58Updated last week
- Principled Data Selection for Alignment: The Hidden Risks of Difficult Examples☆44Updated 6 months ago
- TreeRL: LLM Reinforcement Learning with On-Policy Tree Search in ACL'25☆88Updated 7 months ago
- Reinforcing General Reasoning without Verifiers☆96Updated 7 months ago
- This is the official GitHub repository for our survey paper "Beyond Single-Turn: A Survey on Multi-Turn Interactions with Large Language …☆171Updated 8 months ago
- Source code for our paper: "ARIA: Training Language Agents with Intention-Driven Reward Aggregation".☆25Updated 5 months ago
- ☆37Updated 2 years ago
- AdaRFT: Efficient Reinforcement Finetuning via Adaptive Curriculum Learning☆53Updated 7 months ago