| --- |
| license: mit |
| language: |
| - en |
| pretty_name: skycmd LFM3 System 1 / System 2 questions |
| task_categories: |
| - question-answering |
| tags: |
| - skycmd |
| configs: |
| - config_name: calib |
| data_files: data/calib.parquet |
| - config_name: test |
| data_files: data/test.parquet |
| --- |
| |
| # skycmd LFM3 System 1 / System 2 questions |
|
|
| The calibration and test questions of the LFM3-1.7B System 1 / System 2 router (`docs/lfm3-s1s2-prereg.md`): GSM8K and MATH, drawn with a fixed seed at pinned revisions. |
|
|
| Part of [skycmd](https://github.com/maxgfr/skycmd), tiny decision models trained from scratch in Rust that run in the |
| browser. Written by `scripts/lfm3-s1s2.sh data` at commit [`84c6d854`](https://github.com/maxgfr/skycmd/commit/84c6d854cdc2a9f6d951ebb55780060a01f38ca6). |
| Licences of every set: [DATA_LICENSES.md](https://github.com/maxgfr/skycmd/blob/main/DATA_LICENSES.md). |
|
|
| Each row is one question: `id`, `task` (`gsm8k` or `math`), `question` and `answer` (the final |
| answer, compared after normalization). |
|
|
| ## Sources and licences |
|
|
| Each config is one source and keeps **its source's licence** (share-alike sources stay share-alike). |
| Attribution goes to the upstream authors; the conversion is ours. |
|
|
| | config | upstream | licence | how it is used | rows | |
| |---|---|---|---|---:| |
| | `calib` | openai/gsm8k (`main`, train, `740312ad`) and DigitalLearningGmbH/MATH-lighteval (train, `0530c786`) | mit | 300 + 300 calibration questions, seed 1234 | 600 | |
| | `test` | openai/gsm8k (`main`, test) and HuggingFaceH4/MATH-500 (`6e4ed1a2`) | mit | 500 + 500 test questions, seed 1234 | 1,000 | |
|
|
| ## Files |
|
|
| | file | rows | |
| |---|---:| |
| | `data/calib.parquet` | 600 | |
| | `data/test.parquet` | 1,000 | |
|
|
| ```python |
| from datasets import load_dataset |
| ds = load_dataset("maxgfr/skycmd-lfm3-math", "calib") |
| ``` |
|
|
| skycmd wrote no row with a language model: the targets come from the upstream labels (some upstream |
| sets carry their own teacher soft labels, see their cards), the games' oracles or our generators. |
|
|
