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Image Credit: Arxiv

Skywork Open Reasoner 1 Technical Report

  • Skywork-OR1 is a reinforcement learning (RL) implementation designed to enhance the reasoning capabilities of large language models (LLMs).
  • The RL approach in Skywork-OR1 improves the average accuracy across AIME24, AIME25, and LiveCodeBench benchmarks significantly.
  • Skywork-OR1-32B model outperforms DeepSeek-R1 and Qwen3 on AIME24 and AIME25 benchmarks.
  • The study includes ablation studies on training components, analysis of entropy dynamics, and open-sourcing of model weights, training code, and datasets.

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