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A tester reports that the new Ornith-1.0 agentic coder model over-gates legitimate work by demanding excessive prerequisites, a trade-off from its cautious training, while stock Qwen3.6 executes simple tasks directly.
DeepReinforce open-sources Ornith-1.0, a family of self-improving coding models from 9B to 397B parameters, trained on Gemma 4 and Qwen 3.5 foundations, featuring a novel RL approach that learns to generate its own scaffolds.
Ornith-1.0 is a family of open-source LLMs specialized for agentic coding, spanning sizes from 9B to 397B and achieving state-of-the-art performance among open-source models of comparable size.