DeepReinforce open-source Agentic programming model series Ornith-1.0

The DeepReinforce team has released the open-source agentic programming model Ornith-1.0, based on Gemma 4 and Qwen 3.5, and employing a self-improving training framework. The model covers four specifications from 9B to 397B, achieving state-of-the-art (SOTA) performance on the Terminal-Bench 2.1 and SWE-Bench Verified benchmarks. The flagship 397B version scores 77.5/82.4, surpassing Claude Opus 4.7; the 35B MoE version scores 64.4, surpassing Qwen 3.5-397B.