| --- |
| license: mit |
| task_categories: |
| - text-generation |
| language: |
| - en |
| tags: |
| - arithmetic |
| - integer-arithmetic |
| - lm-eval-harness |
| - base-models |
| - list-aggregates |
| pretty_name: Numeric Mini |
| size_categories: |
| - 1K<n<10K |
| configs: |
| - config_name: min |
| data_files: |
| - split: test |
| path: min/test-* |
| - config_name: max |
| data_files: |
| - split: test |
| path: max/test-* |
| - config_name: sum |
| data_files: |
| - split: test |
| path: sum/test-* |
| - config_name: count |
| data_files: |
| - split: test |
| path: count/test-* |
| - config_name: sort |
| data_files: |
| - split: test |
| path: sort/test-* |
| --- |
| |
| # numeric-mini |
|
|
| Fixed-NL-template integer aggregation over short lists. Built as |
| **tier 2** of the eval design in |
| [byte_v2/design/eval/design_v2.md](https://example.com) (internal). |
|
|
| The original spec called for sourcing these tasks from TreeAILab/NumericBench, |
| but NumericBench is MCQ-style with decimal operands and ability labels that |
| don't cleanly contain min/max/sum/count/sort over plain integer lists, so this |
| dataset is generated locally to match the spec's intent and the integer-only |
| constraint. |
|
|
| ## Configs |
|
|
| | config | template | n_test | |
| |--------|----------|-------:| |
| | `min` | `What is the minimum of the list [...]?` | 200 | |
| | `max` | `What is the maximum of the list [...]?` | 200 | |
| | `sum` | `What is the sum of the list [...]?` | 200 | |
| | `count` | `How many times does X appear in the list [...]?` | 200 | |
| | `sort` | `After sorting the list [...] in ascending order, what is the K-th element?` | 200 | |
| |
| ## Construction |
| |
| - List length **5**, operands sampled uniformly from `[10, 99]` (2-digit integers). |
| - `count`: target is drawn 50/50 from `{element of list, fresh integer not in list}` |
| to balance zero-count and positive-count cases. |
| - `sort`: K ∈ {1..5} uniform; the answer is the K-th element after ascending sort. |
| |
| ## Schema |
| |
| | field | type | example | description | |
| |------------|------|---------|-------------| |
| | `list` | list[int] | `[59, 63, 15, 43, 75]` | the input list | |
| | `question` | str | `"What is the minimum of the list [59, 63, 15, 43, 75]?"` | prompt | |
| | `label` | int | `15` | gold answer (integer) | |
| | `target` | int | `71` | (count only) the value to count | |
| | `k` | int | `3` | (sort only) 1-indexed K | |
| | `ordinal` | str | `"third"` | (sort only) ordinal word for K | |
| |
| ## Usage |
| |
| ```python |
| from datasets import load_dataset |
| ds = load_dataset("cyanfi/numeric-mini", "sum", split="test") |
| print(ds[0]) |
| ``` |
| |
