| --- |
| license: other |
| language: [en, ar, zh, fr, de, it, ja, ko, pt, es, pl, vi, th, id, hi, ru] |
| task_categories: [text-generation] |
| tags: [function-calling, tool-use, agents, on-device, grpo, reinforcement-learning] |
| size_categories: [1K<n<10K] |
| configs: |
| - config_name: default |
| data_files: |
| - {split: train, path: train.parquet} |
| - {split: test, path: test.parquet} |
| - {split: test_unseen, path: test_unseen.parquet} |
| - {split: showcase, path: showcase.parquet} |
| --- |
| # Phone Assistant Tools |
|
|
| > [!Note] |
| > 📓 **Tutorial**: This is the dataset used in [GRPO with TRL](https://colab.research.google.com/github/Liquid4All/cookbook/blob/main/finetuning/notebooks/lfm3_grpo_with_trl.ipynb) |
|
|
| Requests to a phone assistant with the gold tool calls, for a fixed catalog of 108 tools. Depending on the request, the right behavior is one or more calls, a clarifying question, or an answer without any tool. 16 languages. |
|
|
| ## Files |
|
|
| | File | Rows | Content | |
| |---|---:|---| |
| | `tools.json` | 108 | tool catalog, as function schemas | |
| | `scoring.json` | 108 | for each tool argument, how a predicted value is compared with the gold one | |
| | `train` | 2,500 | requests for 98 of the tools | |
| | `test` | 499 | requests for the same 98 tools | |
| | `test_unseen` | 300 | requests for the 10 tools that never appear in `train` or `test` calls | |
| | `showcase` | 8 | examples from `test_unseen` | |
|
|
| ## Fields |
|
|
| | Field | Description | |
| |---|---| |
| | `id` | row identifier | |
| | `language` | ISO 639-1 code of the request | |
| | `category` | `single`, `multi`, `lookalike`, `no_tool`, `clarify` or `partial` | |
| | `context` | `{datetime, timezone, locale}` of the phone | |
| | `request` | user request | |
| | `calls` | gold calls as a JSON string, in any order, or `[]` when no call should be made | |
|
|
| ## Conventions |
|
|
| - Dates and times are local and resolved from `context.datetime`: `YYYY-MM-DDTHH:MM:SS`, `YYYY-MM-DD`, `HH:MM`. |
| - Optional arguments appear only when the user states them. |
| - Argument keys and enum values are English. Free text stays in the user's language. |
|
|
