The Best of N Worlds: Aligning Reinforcement Learning with Best-of-N Sampling via max@k Optimisation Paper • 2510.23393 • Published Oct 27, 2025 • 20
The Complexity Trap: Simple Observation Masking Is as Efficient as LLM Summarization for Agent Context Management Paper • 2508.21433 • Published Aug 29, 2025 • 7
Diff-XYZ: A Benchmark for Evaluating Diff Understanding Paper • 2510.12487 • Published Oct 14, 2025 • 8
PIPer: On-Device Environment Setup via Online Reinforcement Learning Paper • 2509.25455 • Published Sep 29, 2025 • 37
SWE-rebench: An Automated Pipeline for Task Collection and Decontaminated Evaluation of Software Engineering Agents Paper • 2505.20411 • Published May 26, 2025 • 92
Long Code Arena: a Set of Benchmarks for Long-Context Code Models Paper • 2406.11612 • Published Jun 17, 2024 • 25
💜 Kotlin ML Pack Collection A collection of datasets, fine-tuned models and benchmarks to train your models for perfect Kotlin code generation. • 9 items • Updated Jun 11, 2024 • 25