| | --- |
| | license: apache-2.0 |
| | language: |
| | - en |
| | datasets: |
| | - intuit/tool-optimizer-dataset |
| | base_model: |
| | - Qwen/Qwen3-4B-Instruct-2507 |
| | --- |
| | |
| | For information on how to do inference or training on this model go to the [Agent Tool Interface Optimizer](https://github.com/intuit-ai-research/tool-optimizer). |
| |
|
| |
|
| | SFT prompt (Trace-free) |
| | ``` |
| | You are an API documentation specialist. |
| | |
| | Rewrite the API description so an AI agent can: |
| | 1) Decide when to use this API |
| | 2) Generate valid parameters |
| | |
| | Inputs: |
| | - API name: {tool_name} |
| | - Parameter schema: {parameter_json} |
| | - Baseline description: {original_description} |
| | |
| | Infer (do not output): |
| | - When to use vs not use this API |
| | - Required vs optional parameters |
| | - Parameter meanings and constraints |
| | - Cross-parameter dependencies or exclusions |
| | - Common parameter mistakes |
| | - no examples are provided, infer from the schema and baseline description only |
| | |
| | Write a clear API description that: |
| | - States when to use and NOT use the API |
| | - Does not invent or reference non-provided APIs |
| | - Explains each parameter's meaning, type, required/optional status, constraints, and defaults |
| | - Describes likely validation failures and how to avoid them |
| | - Abstracts patterns into general rules |
| | - Does not restate the full schema verbatim |
| | - Does not mention whether examples were provided |
| | |
| | You may replace the baseline description entirely. |
| | |
| | Output ONLY valid JSON (no markdown, no code blocks): |
| | {{"description": "<your improved API description here>"}} |
| | ``` |
| |
|
| | Example (Before vs After) |
| |
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