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README.md

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 Orchestrator-8B is a state-of-the-art 8B parameter orchestration model designed to solve complex, multi-turn agentic tasks by coordinating a diverse set of expert models and tools.
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+    <img src="https://raw.githubusercontent.com/NVlabs/ToolOrchestra/main/assets/method.png" width="100%"/>
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 On the Humanity's Last Exam (HLE) benchmark, ToolOrchestrator-8B achieves a score of 37.1%, outperforming GPT-5 (35.1%) while being approximately 2.5x more efficient.
 
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+    <img src="https://raw.githubusercontent.com/NVlabs/ToolOrchestra/main/assets/HLE_benchmark.png" width="80%"/>
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 This model is for research and development only.
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 On Humanity’s Last Exam, Orchestrator-8B achieves 37.1%, surpassing GPT-5 (35.1%) with only 30% monetary cost and 2.5x faster. On FRAMES and τ²-Bench, Orchestrator-8B consistently outperforms strong monolithic systems, demonstrating versatile reasoning and robust tool orchestration.
 
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 Orchestrator-8B consistently outperforms GPT-5, Claude Opus 4.1 and Qwen3-235B-A22B on HLE with substantially lower cost.
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-    <img src="./assets/cost-performance.png" width="100%"/>
+    <img src="https://raw.githubusercontent.com/NVlabs/ToolOrchestra/main/assets/cost_performance.png" width="100%"/>
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