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.
Comments
These are simply benchmaxxed versions of either Qwen or Gemma 4.
If so, it's impressive they managed to benchmaxx Qwen even further than it's already benchmaxxed.
Nah , they just put graphs with different color prioritizing themselves.
Citation needed
Sure. https://deep-reinforce.com/ornith_1_0.html