Dataset Description The Nemotron SFT Agentic v2 dataset is a collection of synthetic single turn and multi turn tool use trajectories designed to strengthen models’ capabilities as interactive, tool using agents. It targets tasks where the model must decompose user goals, decide when to call tools, and reason over tool outputs to complete tasks reliably and safely. This dataset is ready for commercial use. The dataset consolidates three internally curated components (described below as subsets) similar in structure and goals to the nvidia/Nemotron Agentic v1 dataset. Tool calling This subset has ~1.2M synthetic tool use trajectories spanning single turn, multi turn, and multi step tool use. Dialogues are seeded from existing tool sets and function calling resources including UltraTool, ToolEyes, AutoTools, API Bank, and glaiveai/glaive function calling v2. A subsample of trajectories from Agent Ark/Toucan 1.5M is included. Each trajectory is created by simulating three roles: User : provides a goal/task Agent : plans and interacts via tools Tool environment : returns tool outputs to be consumed by the agent To improve quality, trajectories are scored and filtered by an LLM judge to…
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