Raibows / CREAMLinks
Code for "CREAM: Consistency Regularized Self-Rewarding Language Models", ICLR 2025.
☆27Updated 9 months ago
Alternatives and similar repositories for CREAM
Users that are interested in CREAM are comparing it to the libraries listed below
Sorting:
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆87Updated 9 months ago
- [AAAI 2026] Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".☆90Updated 3 weeks ago
- [ICML'25] Our study systematically investigates massive values in LLMs' attention mechanisms. First, we observe massive values are concen…☆86Updated 5 months ago
- ☆136Updated 2 months ago
- ☆184Updated 6 months ago
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".☆56Updated last year
- [ACL' 25] The official code repository for PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models.☆84Updated 9 months ago
- ☆131Updated 8 months ago
- [EMNLP 2025] LightThinker: Thinking Step-by-Step Compression☆123Updated 7 months ago
- Official code for paper "SPA-RL: Reinforcing LLM Agent via Stepwise Progress Attribution"☆54Updated 2 months ago
- [ICML 2025] M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoning☆69Updated 4 months ago
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆215Updated this week
- The official repository of NeurIPS'25 paper "Ada-R1: From Long-Cot to Hybrid-CoT via Bi-Level Adaptive Reasoning Optimization"☆20Updated 3 weeks ago
- [2025-TMLR] A Survey on the Honesty of Large Language Models☆63Updated 11 months ago
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆46Updated last year
- Source code for our paper: "ARIA: Training Language Agents with Intention-Driven Reward Aggregation".☆25Updated 3 months ago
- ☆69Updated 5 months ago
- ☆56Updated 4 months ago
- A Unified Framework for High-Performance and Extensible LLM Steering☆131Updated last week
- ☆21Updated 7 months ago
- [NeurIPS 2025] Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆127Updated last month
- ☆169Updated last month
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆193Updated this week
- RM-R1: Unleashing the Reasoning Potential of Reward Models☆151Updated 5 months ago
- Laser: Learn to Reason Efficiently with Adaptive Length-based Reward Shaping☆60Updated 6 months ago
- A comprehensive collection of process reward models.☆122Updated 2 months ago
- [arxiv: 2505.02156] Adaptive Thinking via Mode Policy Optimization for Social Language Agents☆46Updated 5 months ago
- FeatureAlignment = Alignment + Mechanistic Interpretability☆33Updated 8 months ago
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆98Updated 9 months ago
- ACL'2025: SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs. and preprint: SoftCoT++: Test-Time Scaling with Soft Chain-of…☆66Updated 6 months ago