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README.md

@@ -1,4 +1,10 @@
 ---
+license: odc-by
+language:
+- en
+tags:
+- evaluation
+- instruction-following
 dataset_info:
   features:
   - name: key
@@ -21,3 +27,48 @@ configs:
   - split: test
     path: data/test-*
 ---
+
+| subset | description | num_samples |
+| --- | --- | ---: |
+| `default` | Official single-turn IFBench test prompts, unchanged; `test` split | 300 |
+
+# IFBench
+
+An exact mirror of the single-turn test data from [AllenAI IFBench](https://github.com/allenai/IFBench).
+Credit: Valentina Pyatkin, Saumya Malik, Victoria Graf, Hamish Ivison, Shengyi Huang, Pradeep Dasigi,
+Nathan Lambert, and Hannaneh Hajishirzi, [Generalizing Verifiable Instruction Following](https://huggingface.co/papers/2507.02833).
+
+## Provenance and license
+
+- Source revision: `1c40f0c10d9b5c5c2f10a175a28007ebb64f7f4d`.
+- Source file: [`ifbench/data/IFBench_test.jsonl`](https://raw.githubusercontent.com/allenai/IFBench/1c40f0c10d9b5c5c2f10a175a28007ebb64f7f4d/ifbench/data/IFBench_test.jsonl).
+- Original file SHA-256: `a2bf7b8e7ed11d39c65b4ec781da8b99663ed0121f97033d70fcecb61f8a9d85`.
+- No filtering, prompt changes, or row reordering. All original fields and values are preserved.
+- `kwargs` uses the Hugging Face Datasets JSON feature to preserve heterogeneous argument dictionaries;
+  use `datasets>=4.7.0` to load it as a list of dictionaries. Other fields are `key`, `prompt`, and `instruction_id_list`.
+- The data is licensed under [ODC-BY-1.0](https://opendatacommons.org/licenses/by/1-0/), as stated in the
+  [upstream README](https://github.com/allenai/IFBench/blob/1c40f0c10d9b5c5c2f10a175a28007ebb64f7f4d/README.md#licensing).
+  It is intended for research and educational use under Ai2's Responsible Use Guidelines.
+  It includes outputs generated by third-party models, which may be subject to separate terms.
+- Verifier code is separately Apache-2.0 licensed; it is not part of this dataset release.
+
+## Reproducing
+
+The builder is published at `scripts/create_dataset.py`. Exact publication invocation:
+
+```bash
+python scripts/create_dataset.py --output-dataset HuggingFaceH4/IFBench --source-revision 1c40f0c10d9b5c5c2f10a175a28007ebb64f7f4d
+```
+
+To reproduce independently, use an unused repository name under your own namespace. The builder refuses to overwrite
+an existing repository. It requires `datasets>=4.7.0` and `huggingface_hub`, and a token with write access to the destination.
+
+## Loading
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("HuggingFaceH4/IFBench", "default", split="test")
+```
+
+Pin a Hub commit revision for reproducible evaluation. This repository contains evaluation data, not training data.