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- ToolOrchestra - research. nvidia. com
We introduce ToolOrchestra, a method for training small orchestrators that coordinate the use of intelligent tools ToolOrchestra makes explicit use of reinforcement learning with outcome-, efficiency-, and user-preference-aware rewards
- GitHub - NVlabs ToolOrchestra: ToolOrchestra is an end-to-end RL . . .
ToolOrchestra is an end-to-end RL training framework for orchestrating tools and agentic workflows - NVlabs ToolOrchestra
- ToolOrchestra: Elevating Intelligence via Efficient Model and Tool . . .
We introduce ToolOrchestra, a method for training small orchestrators that coordinate intelligent tools ToolOrchestra explicitly uses reinforcement learning with outcome-, efficiency-, and user-preference-aware rewards
- ToolOrchestra: Small LLMs That Orchestrate Tools
In this AI Research Roundup episode, Alex discusses the paper: 'ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration (2511 21689v1)' This work introduces
- ToolOrchestra: The Tiny 8B Model From NVIDIA That Shows Us the . . . - Medium
ToolOrchestra — a small 8B parameter model trained not to answer questions, but to orchestrate tools, APIs, and other LLMs for solving complex tasks And it turns out:
- TOOLORCHESTRA: ELEVATINGINTELLIGENCE VIA EFFICIENTMODEL . . .
of intelligence and improve efficiency in solving difficult agen-tic tasks We introduce ToolOrchestra, a method f r training small orchestrators that coordinate the use of intelligent tools ToolOrchestra makes explicit use of reinforce
- ToolOrchestra: Elevating Intelligence via Efficient Model and Tool . . .
The authors introduce ToolOrchestra, a framework for training lightweight language models (specifically an 8B parameter model) to act as routing controllers for a suite of diverse tools and stronger “expert” models (such as GPT-5)
- NVIDIAs ToolOrchestra: Revolutionizing AI with Small Orchestration . . .
In a groundbreaking move, NVIDIA Research has unveiled ToolOrchestra, a method that employs small orchestration agents to enhance AI task-solving capabilities This innovative approach promises to mitigate the complexities of agent design, according to NVIDIA's official blog
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