| --- |
| pretty_name: tinyrouter-m1 |
| task_categories: |
| - text-classification |
| tags: |
| - tinyrouter |
| - milestone-1 |
| - gci-bench |
| license: other |
| configs: |
| - config_name: 5-domain |
| data_files: |
| - split: train |
| path: 5-domain/train.parquet |
| - split: test |
| path: 5-domain/test.parquet |
| - config_name: 20-domain |
| data_files: |
| - split: train |
| path: 20-domain/train.parquet |
| - split: test |
| path: 20-domain/test.parquet |
| - config_name: default |
| data_files: |
| - split: train |
| path: 5-domain/train.parquet |
| - split: test |
| path: 5-domain/test.parquet |
| --- |
| |
| # tinyrouter-m1 |
|
|
| Two **separate** Milestone-1 triage datasets. Same schema; different domain taxonomies. |
|
|
| ## Overview |
|
|
| | config | #domains | train | test | total | difficulty levels present | |
| | --- | ---: | ---: | ---: | ---: | --- | |
| | **`5-domain`** | 5 | 311,868 | 16,414 | 328,282 | 1, 2, 3, 4, 5 | |
| | **`20-domain`** | 20 | 4,750 | 250 | 5,000 | 2, 3, 4 | |
|
|
| ## Schema (both) |
|
|
| | column | type | meaning | |
| | --- | --- | --- | |
| | `id` | string | stable row id (`source:split:idx`) | |
| | `domain` | string | closed domain label for that config | |
| | `difficulty` | int | 1–5 | |
| | `prompt` | string | user / problem text | |
|
|
| ## `5-domain` — detailed |
|
|
| Full Milestone-1 pool remeshed to 5 router buckets. |
|
|
| **Difficulty:** 1=118, 2=92,844, 3=218,087, 4=14,812, 5=2,421 |
|
|
| | domain | description / sources | train | test | total | |
| | --- | --- | ---: | ---: | ---: | |
| | `math` | GSM8K, MATH-500, AIME, AQuA-RAT, … | 102,658 | 5,442 | 108,100 | |
| | `code` | HumanEval, MBPP, BigCodeBench, … | 3,009 | 158 | 3,167 | |
| | `knowledge` | MMLU, MMLU-Pro, GPQA, ARC, TruthfulQA, GCI, … | 134,537 | 7,109 | 141,646 | |
| | `commonsense` | HellaSwag | 57,027 | 2,923 | 59,950 | |
| | `instruction` | Dolly-15k, IFEval | 14,637 | 782 | 15,419 | |
|
|
| ## `20-domain` — detailed |
|
|
| [GCI-Bench](https://huggingface.co/datasets/Glint-Research/GCI_Bench) rows only |
| (GPL-3.0). `domain` = official GCI `topic`; topic labels from upstream `topicLabel`. |
| Difficulty: easy→2 / medium→3 / hard→4. |
|
|
| **Difficulty:** 2=1,447, 3=2,278, 4=1,275 |
|
|
| | domain | topic label | train | test | total | difficulty (2/3/4) | |
| | --- | --- | ---: | ---: | ---: | --- | |
| | `agriculture` | Agriculture & Crops | 228 | 22 | 250 | 75/120/55 | |
| | `archaeology` | Archaeology | 237 | 13 | 250 | 69/121/60 | |
| | `architecture` | Architecture & Construction | 237 | 13 | 250 | 76/121/53 | |
| | `astronomy` | Astronomy & Space | 242 | 8 | 250 | 69/115/66 | |
| | `automotive` | Automotive Mechanics | 241 | 9 | 250 | 60/130/60 | |
| | `aviation` | Aviation | 241 | 9 | 250 | 74/117/59 | |
| | `chemistry` | Chemistry Lab Processes | 242 | 8 | 250 | 72/114/64 | |
| | `cooking` | Culinary Science | 241 | 9 | 250 | 82/105/63 | |
| | `energy` | Renewable Energy | 232 | 18 | 250 | 81/103/66 | |
| | `finance` | Personal Finance | 239 | 11 | 250 | 74/104/72 | |
| | `gardening` | Home Gardening | 235 | 15 | 250 | 75/110/65 | |
| | `hardware` | Computer Hardware | 237 | 13 | 250 | 66/113/71 | |
| | `marine` | Marine Biology | 237 | 13 | 250 | 87/94/69 | |
| | `music` | Music Theory & Instruments | 239 | 11 | 250 | 82/113/55 | |
| | `photography` | Photography | 236 | 14 | 250 | 60/111/79 | |
| | `physiology` | Human Physiology | 235 | 15 | 250 | 66/113/71 | |
| | `sports` | Sports Training | 233 | 17 | 250 | 76/120/54 | |
| | `textiles` | Textile & Fashion | 245 | 5 | 250 | 75/108/67 | |
| | `weather` | Weather & Climate | 239 | 11 | 250 | 70/109/71 | |
| | `wildlife` | Wildlife & Animal Behavior | 234 | 16 | 250 | 58/137/55 | |
|
|
| ## Load |
|
|
| ```python |
| from datasets import load_dataset |
| ds5 = load_dataset("James-Cuda/tinyrouter-m1", "5-domain", split="train") |
| ds20 = load_dataset("James-Cuda/tinyrouter-m1", "20-domain", split="train") |
| print(ds5[0]["domain"], ds5[0]["difficulty"]) |
| print(ds20[0]["domain"], ds20[0]["difficulty"]) |
| ``` |
|
|
| Built by `scripts/build_tinyrouter_m1_slim.py`. |
|
|
