CUHK-Shenzhen-SE / UTBoostLinks
[ACL'25] UTBoost: Rigorous Evaluation of Coding Agents on SWE-Bench
☆33Updated 2 months ago
Alternatives and similar repositories for UTBoost
Users that are interested in UTBoost are comparing it to the libraries listed below
Sorting:
- Code repo for "Harnessing Negative Signals: Reinforcement Distillation from Teacher Data for LLM Reasoning"☆30Updated 3 months ago
- SWE-Factory: Your Automated Factory for Issue Resolution Training Data and Evaluation Benchmarks☆102Updated last month
- This repository contains the code for our ICML 2025 paper——LENSLLM: Unveiling Fine-Tuning Dynamics for LLM Selection🎉☆24Updated 5 months ago
- The implementation for ICLR 2025 Oral: From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions.☆49Updated 3 months ago
- [NeurIPS 2025] Mind the Gap: Bridging Thought Leap for Improved CoT Tuning https://arxiv.org/abs/2505.14684☆44Updated 2 weeks ago
- ☆22Updated 2 months ago
- Segment Policy Optimization: Effective Segment-Level Credit Assignment in RL for Large Language Models☆41Updated last month
- The official repository of NeurIPS'25 paper "Ada-R1: From Long-Cot to Hybrid-CoT via Bi-Level Adaptive Reasoning Optimization"☆20Updated last month
- 🔥🔥🔥Latest Papers, Codes on Uncertainty-based RL☆51Updated 2 months ago
- AdaRFT: Efficient Reinforcement Finetuning via Adaptive Curriculum Learning☆46Updated 4 months ago
- [ACL' 25] The official code repository for PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models.☆83Updated 8 months ago
- [NeurIPS 2024] A Novel Rank-Based Metric for Evaluating Large Language Models☆54Updated 5 months ago
- A Unified Framework for High-Performance and Extensible LLM Steering☆100Updated this week
- Code for "CREAM: Consistency Regularized Self-Rewarding Language Models", ICLR 2025.☆27Updated 8 months ago
- This is the repository of DEER, a Dynamic Early Exit in Reasoning method for Large Reasoning Language Models.☆175Updated 4 months ago
- One-shot Entropy Minimization☆187Updated 4 months ago
- ☆38Updated 2 months ago
- Code, benchmark and environment for "ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows"☆117Updated 2 months ago
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆86Updated 8 months ago
- 【ICLR 2025 🔥】The code for Consistent In-Context Editing, an approach for tuning language models through contextual distributions, overco…☆46Updated 7 months ago
- [ICML 2025] This is the official PyTorch implementation of "🎵 HarmoniCa: Harmonizing Training and Inference for Better Feature Caching i…☆43Updated 3 months ago
- [ICML'25] Our study systematically investigates massive values in LLMs' attention mechanisms. First, we observe massive values are concen…☆80Updated 4 months ago
- MemGen: Weaving Generative Latent Memory for Self-Evolving Agents☆161Updated last week
- Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".☆85Updated 5 months ago
- 🔧Tool-Star: Empowering LLM-brained Multi-Tool Reasoner via Reinforcement Learning☆282Updated 2 weeks ago
- ☆54Updated 3 months ago
- [EMNLP 2024 Findings] Unlocking Continual Learning Abilities in Language Models☆25Updated last year
- ☆134Updated last month
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆97Updated 8 months ago
- Official implementation of GUI-R1 : A Generalist R1-Style Vision-Language Action Model For GUI Agents☆196Updated 6 months ago