| --- |
| license: other |
| license_name: mixed-see-per-dataset-license |
| pretty_name: skilltrainbench training tasks |
| task_categories: |
| - other |
| tags: |
| - agents |
| - agentic-benchmark |
| - harbor |
| - training-split |
| configs: [] |
| --- |
| |
| # skilltrainbench training tasks |
|
|
| The **training half** of the skilltrainbench benchmark suite: for each of the |
| four datasets, the `dev_task_names` of its pinned train/test split, in Harbor |
| task format. |
|
|
| > **The held-out/test tasks are not in this repository.** Neither are the |
| > published splits that are not the pin, nor the tasks that fall outside each |
| > pinned split's task set. Use this repository for skill formation and |
| > training; evaluate on the held-out half, which stays in the private source |
| > repository. |
|
|
| | Dataset | Pinned split | Task set | Train tasks here | Held-out (absent) | |
| |---|---|---|---:|---:| |
| | [`healthbench`](healthbench) | `hb-hardbeh-s002` | `hard_behavioural` | 200 | 160 | |
| | [`hle`](hle) | `hle-stem517-s001` | `stem517` | 412 | 105 | |
| | [`QuantitativeFinance-Bench`](QuantitativeFinance-Bench) | `qf-medhard-strat-80-s005` | `medium_hard` | 54 | 14 | |
| | [`tau3-bench`](tau3-bench) | `tau3-banking-70-s001` | `banking_knowledge` | 67 | 30 | |
| | **Total** | | | **733** | **309** | |
|
|
| ## Layout |
|
|
| ``` |
| <dataset>/ |
| README.md dataset card: scoring, judge configuration, provenance |
| LICENSE upstream licence, where the upstream declares one |
| dataset.toml manifest, filtered to the tasks present here |
| tasks/<name>/ one directory per training task |
| splits/ |
| README.md the pin table, learner pools and tool-call cutoffs |
| <dataset>/ the pinned split file, reproduced byte-for-byte |
| ``` |
|
|
| Each split file keeps both `dev_task_names` and `heldout_task_names` so that |
| its `assignment_sha256` still verifies against the digests in |
| [`splits/README.md`](splits/README.md). The held-out names therefore resolve to |
| directories that are not in this repository. |
|
|
| `dataset.toml` in each dataset folder has been filtered to the tasks present; |
| every other file is byte-identical to the source repository. |
|
|
| ## Download |
|
|
| Everything: |
|
|
| ```bash |
| hf download armin-aptura/skilltrainbench-public --repo-type dataset --local-dir . |
| ``` |
|
|
| One dataset and its split: |
|
|
| ```bash |
| hf download armin-aptura/skilltrainbench-public --repo-type dataset \ |
| --include "tau3-bench/**" --include "splits/tau3-bench/**" --local-dir . |
| ``` |
|
|
| ## Licensing |
|
|
| Licensing is per dataset folder, not uniform across this repository. Check the |
| folder you intend to use. |
|
|
| | Dataset | Licence | Attribution | |
| |---|---|---| |
| | `QuantitativeFinance-Bench` | CC BY-NC 4.0 (`LICENSE`) | QF-Bench | |
| | `healthbench` | MIT (`LICENSE`) | OpenAI | |
| | `tau3-bench` | MIT (`LICENSE`) | Sierra Research | |
| | `hle` | no `LICENSE` file in this folder | `harbor-framework/harbor-datasets` | |
|
|
| `QuantitativeFinance-Bench` is non-commercial. |
|
|
| `QuantitativeFinance-Bench` tasks carry a canary GUID, documented in |
| [its README](QuantitativeFinance-Bench/README.md), so that contamination of a |
| model's training corpus can be detected. |
|
|
| ## Provenance |
|
|
| Derived from the private repository `skilltrainbench/dataset` at revision |
| `b1d7426f376c6310246323801e8d490582d39276`. Each dataset folder's own README |
| records the upstream source, generator commit and task-tree digest. |
|
|
