110 1 week ago

Ornith-1.5 Vision + Tools + Thinking, a major step toward building foundation models through end-to-end self-improvement.

vision tools thinking 9b
ollama run robit/ornith-1.5:9b

Applications

Claude Code
Claude Code ollama launch claude --model robit/ornith-1.5:9b
OpenCode
OpenCode ollama launch opencode --model robit/ornith-1.5:9b
Hermes Agent
Hermes Agent ollama launch hermes --model robit/ornith-1.5:9b
OpenClaw
OpenClaw ollama launch openclaw --model robit/ornith-1.5:9b

Models

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1 model

ornith-1.5:9b

6.6GB · 256K context window · Text, Image · 1 week ago

Readme

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Added Thinking + Tools to base Ornith-1.5, a major step toward building foundation models through end-to-end self-improvement.

Ornith-1.5 extends Ornith-1.0 by expanding the self-improvement loop from scaffold and rollout optimization to jointly optimizing task generation, scaffold construction, and solution rollouts. Rather than relying on a fixed set of human-curated tasks and manually designed harnesses, Ornith-1.5 continuously generates new training tasks, discovers effective strategies for solving them, and improves the policy through reinforcement learning. For more details on the task, harness, and rollout reward design, please refer to our blog.

Ornith-1.5-9B

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