RENT (Reinforcement Learning via Entropy Minimization) is an unsupervised method for training reasoning LLMs.
☆41Oct 31, 2025Updated 4 months ago
Alternatives and similar repositories for rent-rl
Users that are interested in rent-rl are comparing it to the libraries listed below
Sorting:
- ☆16Jun 25, 2025Updated 8 months ago
- Code for NAACL 2025 paper "AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge"☆16Updated this week
- FactScoreLite is an implementation of the FactScore metric, designed for detailed accuracy assessment in text generation. This package bu…☆13Apr 25, 2024Updated last year
- Code for Blog Post: Can Better Cold-Start Strategies Improve RL Training for LLMs?☆19Mar 9, 2025Updated 11 months ago
- [NAACL 2022] This is the code repo for our paper `ACTUNE: Uncertainty-based Active Self-Training for Active Fine-Tuning of Pretrained Lan…☆15Nov 16, 2022Updated 3 years ago
- ☆74Jun 28, 2025Updated 8 months ago
- Uncertainty-aware classification.☆17Jun 28, 2022Updated 3 years ago
- ☆17May 28, 2024Updated last year
- ☆28Oct 2, 2025Updated 5 months ago
- Residual Context Diffusion (RCD): Repurposing discarded signals as structured priors for high-performance reasoning in dLLMs.☆54Feb 11, 2026Updated 3 weeks ago
- Self-Supervised Alignment with Mutual Information☆20May 24, 2024Updated last year
- Code for "RSQ: Learning from Important Tokens Leads to Better Quantized LLMs"☆21Jun 11, 2025Updated 8 months ago
- [NeurIPS 2025 D&B Track] Evaluation Code Repo for Paper "PolyMath: Evaluating Mathematical Reasoning in Multilingual Contexts"☆41May 22, 2025Updated 9 months ago
- ☆20Jan 16, 2024Updated 2 years ago
- ☆23Dec 17, 2024Updated last year
- A comprehensive benchmark for evaluating deep research agents on academic survey tasks☆50Sep 4, 2025Updated 6 months ago
- [NeurIPS 2024] Code and Data Repo for Paper "Embedding Trajectory for Out-of-Distribution Detection in Mathematical Reasoning"☆28May 28, 2024Updated last year
- Official Implementation for the paper "Integrative Decoding: Improving Factuality via Implicit Self-consistency"☆32Apr 12, 2025Updated 10 months ago
- Learning Certified Control Using Contraction Metric (CoRL 2020)☆34Dec 12, 2022Updated 3 years ago
- Make reasoning models scalable☆47May 31, 2025Updated 9 months ago
- [ICLR 2026] RPG: KL-Regularized Policy Gradient (https://arxiv.org/abs/2505.17508)☆64Feb 19, 2026Updated last week
- [ICLR 2026] Learning to Reason without External Rewards☆394Jan 26, 2026Updated last month
- ☆39May 2, 2024Updated last year
- Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning with LLMs☆40Jan 30, 2024Updated 2 years ago
- ☆28Jul 6, 2020Updated 5 years ago
- ☆16Feb 22, 2025Updated last year
- [ACM MM 2025] LMM4Edit: Benchmarking and Evaluating Multimodal Image Editing with LMMs☆15Feb 10, 2026Updated 3 weeks ago
- Introduction to Machine Learning using scikit-learn and PyTorch☆10Sep 26, 2019Updated 6 years ago
- Embodied-Planner-R1: Unleashing Embodied Task Planning Ability in LLMs via Reinforcement Learning☆25Jan 5, 2026Updated last month
- A full-stack document management and AI chat application that enables users to upload, manage, and chat with their documents using AI. Bu…☆17Aug 10, 2025Updated 6 months ago
- 用Paddle复现论文ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information（ACL2021）☆10Nov 15, 2021Updated 4 years ago
- Integrating neurosymbolic representations into LLMs for interpretability, steering, and running symbolic algorithms☆14Feb 2, 2026Updated last month
- Code for experiments on self-prediction as a way to measure introspection in LLMs☆16Dec 10, 2024Updated last year
- grpo to train long form QA and instructions with long-form reward model☆17Jul 17, 2025Updated 7 months ago
- Code for the paper "Semi-Conditional Normalizing Flows for Semi-Supervised Learning"☆11Mar 30, 2020Updated 5 years ago
- ☆44Jan 21, 2025Updated last year
- About The corresponding code from our paper " Making Reasoning Matter: Measuring and Improving Faithfulness of Chain-of-Thought Reasoning…☆13Jan 14, 2026Updated last month
- Implementation of Stochastic Gradient Descent algorithms in Python (cite https://doi.org/10.1007/s00158-020-02599-z)☆11May 19, 2021Updated 4 years ago
- [EMNLP 2024 Tutorial] Language Agents: Foundations, Prospects, and Risks☆10Nov 27, 2024Updated last year