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AmanPriyanshu/tool-reasoning-sft-TOOLS-toucan-1.5m-sft-tool-use-data-cleaned-rectified-333k

Toucan - OSS High Quality (Hermes Reasoning Format) Filtered and restructured subset of Agent-Ark/Toucan-1.5M. Format Inspiration: SupritiVijay/dr-tulu-sft-deep-research-agent-data-cleaned-rectified Filters applied: OSS split only · overall_score > 3.0 · valid role transitions only Size: ~333K examples Format Each example is a multi-turn conversation with strict role transitions: system → user → reasoning → tool_call → tool_output → reasoning → ... → answer… See the full description on the dataset page: https://huggingface.co/datasets/AmanPriyanshu/tool-reasoning-sft-TOOLS-toucan-1.5m-sft-tool-use-data-cleaned-rectified-333k.

sourceHugging Faceapache-2.0updated 7mo agoView on Hugging Face

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Dataset Card

Toucan - OSS High Quality (Hermes Reasoning Format)

Filtered and restructured subset of Agent-Ark/Toucan-1.5M. Format Inspiration: SupritiVijay/dr-tulu-sft-deep-research-agent-data-cleaned-rectified

Filters applied: OSS split only · overall_score > 3.0 · valid role transitions only

Size: ~333K examples

Format

Each example is a multi-turn conversation with strict role transitions:

system → user → reasoning → tool_call → tool_output → reasoning → ... → answer

Role	Content
`system`	Tool schemas + instructions
`user`	Question
`reasoning`	`<think>...</think>`
`tool_call`	`<tool_call>{"name": ..., "arguments": {...}}</tool_call>`
`tool_output`	`<tool_response>...</tool_response>`
`answer`	`<answer>...</answer>`

Multi-turn conversations follow answer → user transitions.

Changes from Original

—Mapped reasoning_content → <think> blocks
—Parsed tool call JSON; stripped call_id and null schema fields
—Inserted synthetic <think> bridges where tool_output → answer transitions were missing reasoning
—Wrapped final answers in <answer> tags
—Dropped rows with invalid transitions (~1.2%)

Original dataset: Agent-Ark/Toucan-1.5M - Apache 2.0