view post Post 2842 kernels 0.12 is out! 🎉Changes:* Support for kernel version branches to gracefully roll out kernel API changes.* Support for PyTorch 2.10.* kernel-builder is now merged into the kernels repo.* Initial support for standardized kernel benchmarks.https://github.com/huggingface/kernels/releases/tag/v0.12.0 See translation 🔥 4 4 🤗 2 2 + Reply
TL-GRPO: Turn-Level RL for Reasoning-Guided Iterative Optimization Paper • 2601.16480 • Published Jan 23 • 50
ABC-Bench: Benchmarking Agentic Backend Coding in Real-World Development Paper • 2601.11077 • Published Jan 16 • 67
ABC-Bench: Benchmarking Agentic Backend Coding in Real-World Development Paper • 2601.11077 • Published Jan 16 • 67
OpenNovelty: An LLM-powered Agentic System for Verifiable Scholarly Novelty Assessment Paper • 2601.01576 • Published Jan 4 • 19
OctoBench: Benchmarking Scaffold-Aware Instruction Following in Repository-Grounded Agentic Coding Paper • 2601.10343 • Published Jan 15 • 2
Better Process Supervision with Bi-directional Rewarding Signals Paper • 2503.04618 • Published Mar 6, 2025
AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning Paper • 2509.08755 • Published Sep 10, 2025 • 56
BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping Paper • 2510.18927 • Published Oct 21, 2025 • 85
Nex-N1: Agentic Models Trained via a Unified Ecosystem for Large-Scale Environment Construction Paper • 2512.04987 • Published Dec 4, 2025 • 84