F2-Song / Weak-to-Strong-DecodingLinks
The official implementation of "Well Begun is Half Done: Low-resource Preference Alignment by Weak-to-Strong Decoding"
☆23Updated 3 months ago
Alternatives and similar repositories for Weak-to-Strong-Decoding
Users that are interested in Weak-to-Strong-Decoding are comparing it to the libraries listed below
Sorting:
- RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment☆16Updated 9 months ago
- [NAACL 2025] Source code for MMEvalPro, a more trustworthy and efficient benchmark for evaluating LMMs☆24Updated last year
- The official implementation of Preference Data Reward-Augmentation.☆18Updated 5 months ago
- [COLM 2025] "C3PO: Critical-Layer, Core-Expert, Collaborative Pathway Optimization for Test-Time Expert Re-Mixing"☆18Updated 6 months ago
- A Recipe for Building LLM Reasoners to Solve Complex Instructions☆24Updated 2 months ago
- HelloBench: Evaluating Long Text Generation Capabilities of Large Language Models☆52Updated 10 months ago
- Ruler: A Model-Agnostic Method to Control Generated Length for Large Language Models☆39Updated last year
- Official implementation of "Reasoning Path Compression: Compressing Generation Trajectories for Efficient LLM Reasoning"☆22Updated 4 months ago
- Official repository for Montessori-Instruct: Generate Influential Training Data Tailored for Student Learning [ICLR 2025]☆48Updated 8 months ago
- ☆38Updated this week
- ☆45Updated last week
- Source code for our paper: "ARIA: Training Language Agents with Intention-Driven Reward Aggregation".☆23Updated 2 months ago
- ☆36Updated 3 weeks ago
- [NeurIPS 2025] Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models☆45Updated last week
- This repo contains code for the paper "Both Text and Images Leaked! A Systematic Analysis of Data Contamination in Multimodal LLM"☆16Updated 2 months ago
- [ACL 2025 Findings] Implicit Reasoning in Transformers is Reasoning through Shortcuts☆16Updated 7 months ago
- [EMNLP 2025] Distill Visual Chart Reasoning Ability from LLMs to MLLMs☆55Updated last month
- ☆21Updated 5 months ago
- ☆29Updated last month
- [ACL 2025] A Generalizable and Purely Unsupervised Self-Training Framework☆71Updated 4 months ago
- The official code repository for the paper "Mirage or Method? How Model–Task Alignment Induces Divergent RL Conclusions".☆15Updated last month
- SWE-Factory: Your Automated Factory for Issue Resolution Training Data and Evaluation Benchmarks☆94Updated 3 weeks ago
- ☆31Updated 2 months ago
- ☆51Updated 3 months ago
- [ICLR 2025] LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization☆40Updated 7 months ago
- [ACL 2025] Are Your LLMs Capable of Stable Reasoning?☆30Updated 2 months ago
- instruction-following benchmark for large reasoning models☆42Updated 2 months ago
- TARS: MinMax Token-Adaptive Preference Strategy for Hallucination Reduction in MLLMs☆23Updated 3 weeks ago
- [NeurIPS 2025] Code for Let LLMs Break Free from Overthinking via Self-Braking Tuning. https://arxiv.org/abs/2505.14604☆48Updated last week
- ☆22Updated last year