Tool W Output: 13,454 Tool Definitions with Input and Output JSON Schemas

13,454 tool definitions with structured JSON schema definitions for both input parameters and output structures, created by qforge and last updated on 2025-11-11. The dataset is designed to enable more robust tool-learning applications. Each entry includes fields for the tool's name, description, and parameters.

Use Cases

• Fine-tuning language models for tool-calling based on structured input and output schemas
• Benchmarking tool-learning agents based on the provided JSON schema definitions
• Generating synthetic tool-use data based on the defined parameter structures
• Developing parsers or validators for tool outputs based on the structured schemas

Strengths

• Contains 13,454 tool definitions, providing a substantial collection for model training
• Each tool includes comprehensive JSON schema definitions for both inputs and outputs
• Explicitly designed for robust tool-learning applications

Limitations

• Column-level documentation is absent; field semantics must be inferred after download
• Row count is unknown, which may limit suitability assessment
• Description metadata is limited; actual data quality requires manual inspection after download

Provenance

Source

huggingface, author qforge

Collection Method

Likely aggregated or generated from various tool definitions.

Time Range

Creation or update timeframe not specified beyond the last update date.

Freshness

Last updated 2025-11-11 01:42:03; freshness should be verified

Geography

Region tags include 'us', but spatial coverage is not explicitly defined.