StarDewXXX / AdaR1View external linksLinks
The official repository of NeurIPS'25 paper "Ada-R1: From Long-Cot to Hybrid-CoT via Bi-Level Adaptive Reasoning Optimization"
☆21Nov 9, 2025Updated 3 months ago
Alternatives and similar repositories for AdaR1
Users that are interested in AdaR1 are comparing it to the libraries listed below
Sorting:
- [EMNLP 25] An effective and interpretable weight-editing method for mitigating overly short reasoning in LLMs, and a mechanistic study un…☆17Dec 17, 2025Updated last month
- [AAAI 2025] Neural-Symbolic Collaborative Distillation: Advancing Small Language Models for Complex Reasoning Tasks☆11Jun 19, 2025Updated 7 months ago
- [NeurIPS 2025@FoRLM] R1-Compress: Long Chain-of-Thought Compression via Chunk Compression and Search☆17Jan 24, 2026Updated 3 weeks ago
- ☆58Jun 7, 2025Updated 8 months ago
- ☆16Jun 10, 2025Updated 8 months ago
- ☆21Jul 21, 2025Updated 6 months ago
- ☆14Oct 4, 2024Updated last year
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆97Feb 21, 2025Updated 11 months ago
- ☆19Aug 4, 2025Updated 6 months ago
- ☆27Jul 18, 2025Updated 6 months ago
- Fork of Flame repo for training of some new stuff in development☆19Jan 5, 2026Updated last month
- [ICLR 2025 Oral] Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition☆17Nov 25, 2024Updated last year
- MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction-Following☆16Oct 31, 2024Updated last year
- [ACL 2023] S3HQA: A Three-Stage Approach for Multi-hop Text-Table Hybrid Question Answering☆20Jun 8, 2025Updated 8 months ago
- Compiler-R1: Towards Agentic Compiler Auto-tuning with Reinforcement Learning☆28Jul 14, 2025Updated 7 months ago
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆201Nov 30, 2025Updated 2 months ago
- Code for "RSQ: Learning from Important Tokens Leads to Better Quantized LLMs"☆20Jun 11, 2025Updated 8 months ago
- [EMNLP-2025] R1-Zero on ANY TASK☆27Nov 9, 2025Updated 3 months ago
- ☆17Aug 1, 2025Updated 6 months ago
- This is the official implementation of ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting☆24Jul 30, 2024Updated last year
- [EMNLP 2025] LightThinker: Thinking Step-by-Step Compression☆132Apr 12, 2025Updated 10 months ago
- ☆60Jan 8, 2026Updated last month
- [ICLR 2026] PSFT is a trust-region–inspired fine-tuning objective that views SFT as a policy gradient method with constant advantages, co…☆34Sep 9, 2025Updated 5 months ago
- ☆24Jun 13, 2023Updated 2 years ago
- ☆54Jul 7, 2025Updated 7 months ago
- Must-read papers and blogs about parametric knowledge mechanism in LLMs.☆34May 9, 2025Updated 9 months ago
- Learning from preferences is a common paradigm for fine-tuning language models. Yet, many algorithmic design decisions come into play. Ou…☆32Apr 20, 2024Updated last year
- Emergent Hierarchical Reasoning in LLMs/VLMs through Reinforcement Learning☆60Oct 24, 2025Updated 3 months ago
- Official implementation for DenseMixer: Improving MoE Post-Training with Precise Router Gradient☆66Aug 3, 2025Updated 6 months ago
- Model merging is a highly efficient approach for long-to-short reasoning.☆98Oct 15, 2025Updated 3 months ago
- Martingale posterior neural networks for fast sequential decision making @ Neurips 2025☆22Nov 13, 2025Updated 3 months ago
- (ACL 2025 Main) Distilling RAG for SLMs from LLMs to Transfer Knowledge and Mitigate Hallucination via Evidence and Graph-based Distillat…☆33Aug 23, 2025Updated 5 months ago
- IntructIR, a novel benchmark specifically designed to evaluate the instruction following ability in information retrieval models. Our foc…☆32Jun 13, 2024Updated last year
- General Reasoner: Advancing LLM Reasoning Across All Domains [NeurIPS25]☆218Nov 27, 2025Updated 2 months ago
- Entropy-Driven GRPO with Guided Error Correction for Advantage Diversity☆22Aug 28, 2025Updated 5 months ago
- ☆10Nov 17, 2022Updated 3 years ago
- Paper list for Efficient Reasoning.☆822Jan 31, 2026Updated 2 weeks ago
- ☆16Feb 22, 2025Updated 11 months ago
- [ICLR 2024] This is the official implementation for the paper: "Beyond imitation: Leveraging fine-grained quality signals for alignment"☆10May 5, 2024Updated last year