datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
tool-reasoning-sft-TOOLS-toolace-sft-tool-use-agent-data-cleaned-rectified
ToolACE - Tool-Use Agent Data Cleaned & Rectified
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Aman Priyanshu
Overview
This dataset is a cleaned and restructured version of the Team-ACE/ToolACE dataset. ToolACE is a high-quality conversational tool-use dataset containing 11,300+ examples of natural language interactions requiring function calling across diverse domains. This version converts the original OpenAI function-call format into a standardized multi-turn tool-use… See the full description on the dataset page: https://huggingface.co/datasets/AmanPriyanshu/tool-reasoning-sft-TOOLS-toolace-sft-tool-use-agent-data-cleaned-rectified.tool-reasoning-sft-TOOLS-hermes_reasoning_tool_use-data-cleaned-rectified
Hermes Reasoning Tool Use — Cleaned & Rectified
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Aman Priyanshu
Overview
This dataset is a cleaned and restructured version of interstellarninja/hermes_reasoning_tool_use. The original dataset uses the Hermes/NousResearch multi-turn format with from/value fields and embedded <think> + <tool_call> tags inside single gpt turns. This version converts it into a strict multi-turn conversation structure with validated role transitions.… See the full description on the dataset page: https://huggingface.co/datasets/AmanPriyanshu/tool-reasoning-sft-TOOLS-hermes_reasoning_tool_use-data-cleaned-rectified.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.tool-reasoning-sft-TOOLS-hermes-reasoning-tool-style-data-cleaned-rectified-115k
Agentic Tool-Use SFT Mix
111,295 additional multi-turn agentic trajectories across four task families, following the same strict reasoning + tool-call FSM format. Combined with the original 3,827 deep-research trajectories, the dataset totals 115,122 samples.
Distribution
Category
Samples
Full
Compact
Deep Research (original)
3,827
100%
—
Multi-Turn Tool Orchestration
45,776
54%
46%
Deep Research
34,282
71%
29%
Codebase Retrieval
17,473
69%
31%… See the full description on the dataset page: https://huggingface.co/datasets/AmanPriyanshu/tool-reasoning-sft-TOOLS-hermes-reasoning-tool-style-data-cleaned-rectified-115k.tool-reasoning-sft-TOOLS-ToolMind-data-cleaned-rectified
ToolMind — Cleaned & Rectified
~280K multi-turn tool-use conversations converted into a strict reasoning + tool-call format. Combines 128K synthetic trajectories generated via graph-based function chain sampling with 152K augmented open-source instances across 6 established datasets.
Format
Each row contains a structured multi-turn conversation with explicit reasoning traces and validated tool calls.
Message Roles
Role
Content
system
Tool-use… See the full description on the dataset page: https://huggingface.co/datasets/AmanPriyanshu/tool-reasoning-sft-TOOLS-ToolMind-data-cleaned-rectified.tool-reasoning-sft-TOOLS-toolmind-web-qa-sft-tool-use-data-cleaned-rectified-5.2k
ToolMind-Web-QA — Hermes Reasoning Format
Filtered and restructured version of Nanbeige/ToolMind-Web-QA.
Filters applied: valid role transitions only · known tools only · non-empty user + answer required
Size: 5,274 examples (from 5,624 original trajectories, 350 dropped)
Source
The original dataset contains 5,624 complex multi-hop QA trajectories grounded in Wikipedia
entity-relation graphs. Each trajectory has an average of ~138 turns with multiple tool calls
across… See the full description on the dataset page: https://huggingface.co/datasets/AmanPriyanshu/tool-reasoning-sft-TOOLS-toolmind-web-qa-sft-tool-use-data-cleaned-rectified-5.2k.tool-reasoning-sft-TOOLS-mobile-actions-data-cleaned-rectified
Mobile Actions — Cleaned & Rectified
8.7K on-device function calling conversations converted into a strict reasoning + tool-call format. Covers 7 Android mobile actions including calendar events, emails, contacts, maps, flashlight, and Wi-Fi settings.
Format
Each row contains a structured conversation with explicit reasoning traces and validated tool calls.
Message Roles
Role
Content
system
Tool-use protocol + cleaned JSON tool schemas +… See the full description on the dataset page: https://huggingface.co/datasets/AmanPriyanshu/tool-reasoning-sft-TOOLS-mobile-actions-data-cleaned-rectified.