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Ornith-1.0, a Self-Improving Open-Source Model for Agentic Coding, Released

·2026.07.01 08:16

Key point

Ornith-1.0, based on Gemma 4 and Qwen 3.5, has been released as a self-improving open-source model for agentic coding.

Details

Ornith-1.0 is a self-improving open-source model developed for agentic coding. It was post-trained on top of Gemma 4 and Qwen 3.5, and is offered in models of various parameter sizes.

Model Configuration and Training Method

  • Model Lineup: Supports 4 configurations: 9B Dense, 31B Dense, 35B MoE, and 397B MoE.
  • Training Framework: Trained using reinforcement learning (RL) in a way that optimizes not only the solution rollout but also the scaffold that guides it.

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