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metadata
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 hb-hardbeh-s002 hard_behavioural 200 160
hle hle-stem517-s001 stem517 412 105
QuantitativeFinance-Bench qf-medhard-strat-80-s005 medium_hard 54 14
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. 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:

hf download armin-aptura/skilltrainbench-public --repo-type dataset --local-dir .

One dataset and its split:

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, 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.