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Citation needed

• S0y 3mo ago
  Sure. https://deep-reinforce.com/ornith_1_0.html https://deep-reinforce.com/ornith_1_0.html >Built on top of pretrained Gemma 4 and Qwen 3.5, it achieves state-of-the-art performance among open-source models of comparable size on coding benchmarks. >Ornith-1.0 is a self-improving training framework. Instead of relying on human-designed harnesses to drive solution generation in RL, Ornith-1.0 learns to generate both solution rollouts and the task-specific harnesses that guide those rollouts.