[COLM 2025] Code for Paper: Learning Adaptive Parallel Reasoning with Language Models
☆142Dec 17, 2025Updated 3 months ago
Alternatives and similar repositories for APR
Users that are interested in APR are comparing it to the libraries listed below
Sorting:
- Code for "Echo Chamber: RL Post-training Amplifies Behaviors Learned in Pretraining"☆27Oct 14, 2025Updated 5 months ago
- Segment Policy Optimization: Effective Segment-Level Credit Assignment in RL for Large Language Models☆45Sep 19, 2025Updated 6 months ago
- Official implementation of TBA for async LLM post-training.☆29Nov 5, 2025Updated 4 months ago
- ☆33Oct 13, 2025Updated 5 months ago
- Code for Paper: Training Software Engineering Agents and Verifiers with SWE-Gym [ICML 2025]☆650Jul 29, 2025Updated 7 months ago
- [ICLR 2025] SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration☆65Feb 21, 2025Updated last year
- Optimizing Anytime Reasoning via Budget Relative Policy Optimization☆52Jul 15, 2025Updated 8 months ago
- ☆10Feb 28, 2025Updated last year
- X-Reasoner: Towards Generalizable Reasoning Across Modalities and Domains☆50Feb 4, 2026Updated last month
- PoC for "SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning" [NeurIPS '25]☆67Oct 2, 2025Updated 5 months ago
- Official Implementation for the paper "Integrative Decoding: Improving Factuality via Implicit Self-consistency"☆32Apr 12, 2025Updated 11 months ago
- An Ultra-Long Output Reinforcement Learning Approach☆23Jul 31, 2025Updated 7 months ago
- Trust Region Preference Approximation: A simple and stable reinforcement learning algorithm for LLM reasoning☆14Jun 28, 2025Updated 8 months ago
- [ICLR'25] "Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers"☆41Mar 31, 2025Updated 11 months ago
- Repository for the paper Stream of Search: Learning to Search in Language☆154Feb 3, 2025Updated last year
- Benchmark and research code for the paper SWEET-RL Training Multi-Turn LLM Agents onCollaborative Reasoning Tasks☆264May 5, 2025Updated 10 months ago
- [ICLR 2026] RPG: KL-Regularized Policy Gradient (https://arxiv.org/abs/2505.17508)☆65Feb 19, 2026Updated last month
- SkyRL: A Modular Full-stack RL Library for LLMs☆1,699Updated this week
- [arxiv: 2512.19673] Bottom-up Policy Optimization: Your Language Model Policy Secretly Contains Internal Policies☆60Feb 6, 2026Updated last month
- Official PyTorch implementation for Hogwild! Inference: Parallel LLM Generation with a Concurrent Attention Cache☆140Aug 13, 2025Updated 7 months ago
- Codes for Mitigating Unhelpfulness in Emotional Support Conversations with Multifaceted AI Feedback (ACL 2024 Findings)☆16Jul 2, 2024Updated last year
- Emergent Hierarchical Reasoning in LLMs/VLMs through Reinforcement Learning☆62Oct 24, 2025Updated 4 months ago
- Official implementation for Text Generation Beyond Discrete Token Sampling☆22Aug 11, 2025Updated 7 months ago
- Code for the paper "Self-Detoxifying Language Models via Toxification Reversal" (EMNLP 2023)☆18Oct 17, 2023Updated 2 years ago
- ☆47Apr 9, 2025Updated 11 months ago
- ☆19Mar 10, 2025Updated last year
- [ICML 2025] SparseLoRA: Accelerating LLM Fine-Tuning with Contextual Sparsity☆71Mar 10, 2026Updated last week
- Revisiting Mid-training in the Era of Reinforcement Learning Scaling☆185Jul 23, 2025Updated 7 months ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆376Jul 10, 2025Updated 8 months ago
- Short RL☆18May 26, 2025Updated 9 months ago
- Scaling RL on advanced reasoning models☆676Oct 20, 2025Updated 5 months ago
- ☆37Jan 26, 2024Updated 2 years ago
- FastCuRL: Curriculum Reinforcement Learning with Stage-wise Context Scaling for Efficient LLM Reasoning (EMNLP 2025)☆57Oct 10, 2025Updated 5 months ago
- RAGEN leverages reinforcement learning to train LLM reasoning agents in interactive, stochastic environments.☆2,553Updated this week
- [EMNLP 2025] The official implementation for paper "Agentic-R1: Distilled Dual-Strategy Reasoning"☆103Aug 30, 2025Updated 6 months ago
- [NeurIPS 2025] Reinforcement Learning for Reasoning in Large Language Models with One Training Example☆417Mar 11, 2026Updated last week
- Technical report of Kimina-Prover Preview.☆363Jul 10, 2025Updated 8 months ago
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆206Nov 30, 2025Updated 3 months ago
- Code for "[COLM'25] RepoST: Scalable Repository-Level Coding Environment Construction with Sandbox Testing"☆23Mar 18, 2025Updated last year