--- language: - en license: apache-2.0 task_categories: - text-generation size_categories: - 1K.tar.gz`) and `task_binary` (binary). Each tar contains `instruction.md`, `task.toml`, `environment/Dockerfile`, and a `tests/` verifier (`test.sh`, `test_state.py`, `test_data.json`). ## v2 (current) — verifier reward-recording fix > **Resolves a silent reward-distribution bias.** All 8,728 task verifiers are updated; > task content (instructions, environments, tests, test data) is otherwise byte-identical to v1. The v1 `tests/test.sh` ran pytest under `set -euo pipefail`: ```bash set -euo pipefail pytest --ctrf /logs/verifier/ctrf.json /tests/test_state.py -rA # aborts the script on test failure if [ $? -eq 0 ]; then echo 1 > /logs/verifier/reward.txt; else echo 0 > /logs/verifier/reward.txt; fi ``` Under `set -e`, a failing solution makes pytest exit non-zero and the script **dies before `reward.txt` is written**. Harbor then finds the verifier dir (with `ctrf.json`) but no reward file and raises `RewardFileNotFoundError`. The net effect: - Failed solutions (legitimate `reward=0`) **crash instead of recording 0**, so they are dropped from generated trace sets rather than counted. - The surviving reward distribution collapses to a single `1.0` bucket — useless for any config that needs the success/failure signal — and reported mean reward is inflated. v2 wraps pytest so the script never dies on a test failure and **always** records a reward: ```bash set +e pytest --ctrf /logs/verifier/ctrf.json /tests/test_state.py -rA PYTEST_EXIT=$? set -e if [ $PYTEST_EXIT -eq 0 ]; then echo 1 > /logs/verifier/reward.txt; else echo 0 > /logs/verifier/reward.txt; fi ``` This matches the correct pattern already used by the Nemotron task verifiers (which had zero `RewardFileNotFoundError`s for exactly this reason). The buggy original remains resolvable at the [`v1`](https://huggingface.co/datasets/DCAgent/code-contests-noblock/tree/v1) tag. ```python from huggingface_hub import hf_hub_download hf_hub_download("DCAgent/code-contests-noblock", "tasks.parquet", repo_type="dataset") # v2 (fixed) hf_hub_download("DCAgent/code-contests-noblock", "tasks.parquet", repo_type="dataset", revision="v1") # original ```