Pre-trained, Scalable, High-performance Reward Models via Policy Discriminative Learning.
☆166Sep 23, 2025Updated 10 months ago
Alternatives and similar repositories for POLAR
Users that are interested in POLAR are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- a survey of long-context LLMs from four perspectives, architecture, infrastructure, training, and evaluation☆62Mar 31, 2025Updated last year
- Official implement on InternBootCamp☆348Updated this week
- Scaling Preference Data Curation via Human-AI Synergy☆152Jul 3, 2025Updated last year
- A Scientific Multimodal Foundation Model☆838Updated this week
- RL with Experience Replay☆59Jul 27, 2025Updated 11 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.
- ☆26Mar 31, 2026Updated 3 months ago
- Multi-GPU supported kmeans clustering for cluser-clip☆15Jun 3, 2024Updated 2 years ago
- Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning☆190Mar 20, 2025Updated last year
- ☆34Jul 15, 2025Updated last year
- ☆48Mar 25, 2025Updated last year
- ☆361Jul 29, 2025Updated 11 months ago
- ArcherCodeR is an open-source initiative enhancing code reasoning in large language models through scalable, rule-governed reinforcement …☆44Aug 6, 2025Updated 11 months ago
- Codes for the paper "BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping…☆94Jan 29, 2026Updated 5 months ago
- Extrapolating RLVR to General Domains without Verifiers☆205Aug 12, 2025Updated 11 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [ICLR'26] RM-R1: Unleashing the Reasoning Potential of Reward Models☆167Jun 26, 2025Updated last year
- codes for Efficient Test-Time Scaling via Self-Calibration☆20Sep 13, 2025Updated 10 months ago
- ☆21May 22, 2026Updated 2 months ago
- A Recipe for Building LLM Reasoners to Solve Complex Instructions☆32Oct 9, 2025Updated 9 months ago
- code for Scaling Laws of RoPE-based Extrapolation☆73Oct 16, 2023Updated 2 years ago
- ☆16Sep 4, 2025Updated 10 months ago
- Embodied-Planner-R1: Unleashing Embodied Task Planning Ability in LLMs via Reinforcement Learning☆27Mar 30, 2026Updated 3 months ago
- repo for paper https://arxiv.org/abs/2504.13837☆345Dec 17, 2025Updated 7 months ago
- RewardAnything: Generalizable Principle-Following Reward Models☆44Jun 11, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Source code for SWIFT, an efficient reward model.☆21Jan 13, 2026Updated 6 months ago
- The official repository of paper "Pass@k Training for Adaptively Balancing Exploration and Exploitation of Large Reasoning Models''☆113Aug 15, 2025Updated 11 months ago
- Scaling RL on advanced reasoning models☆691Oct 20, 2025Updated 9 months ago
- Klear-Reasoner: Advancing Reasoning Capability via Gradient-Preserving Clipping Policy Optimization☆82Dec 25, 2025Updated 6 months ago
- [ACL 2024] ANAH & [NeurIPS 2024] ANAH-v2 & [ICLR 2025] Mask-DPO☆66Apr 30, 2025Updated last year
- [ICLR 2026] Geometric-Mean Policy Optimization☆104Jan 26, 2026Updated 5 months ago
- [AAAI 2026] Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".☆102Nov 8, 2025Updated 8 months ago
- verl-agent is an extension of veRL, designed for training LLM/VLM agents via RL. verl-agent is also the official code for paper "Group-in…☆2,143Jun 9, 2026Updated last month
- [NeurIPS 2025] Reinforcement Learning for Reasoning in Large Language Models with One Training Example☆444Mar 11, 2026Updated 4 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.
- Official implementation of UnifiedReward & [NeurIPS 2025] UnifiedReward-Think & UnifiedReward-Flex☆796Jun 18, 2026Updated last month
- An Ultra-Long Output Reinforcement Learning Approach☆23Jul 31, 2025Updated 11 months ago
- [NeurIPS 2025] Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆165Mar 2, 2026Updated 4 months ago
- Understanding R1-Zero-Like Training: A Critical Perspective☆1,268Aug 27, 2025Updated 10 months ago
- An Efficient and User-Friendly Scaling Library for Reinforcement Learning with Large Language Models☆3,316Updated this week
- ☆15Jun 10, 2025Updated last year
- Implementation code for ACL2024:Advancing Parameter Efficiency in Fine-tuning via Representation Editing☆15Apr 20, 2024Updated 2 years ago