Fork of Qwen/ProcessBench

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README.md

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+---
+language:
+- en
+tags:
+- math
+- reasoning
+size_categories:
+- 1K<n<10K
+license: apache-2.0
+configs:
+- config_name: default
+  data_files:
+  - split: gsm8k
+    path: "gsm8k.json"
+  - split: math
+    path: "math.json"
+  - split: olympiadbench
+    path: "olympiadbench.json"
+  - split: omnimath
+    path: "omnimath.json"
+---
+# ProcessBench
+
+This repository contains the dataset of the [ProcessBench](https://huggingface.co/papers/2412.06559) benchmark proposed by Qwen Team.
+
+You can refer to our [GitHub repository](https://github.com/QwenLM/ProcessBench) for the evaluation code and the prompt templates we use in this work.
+
+If you find this work relevant or helpful to your work, please kindly cite us:
+
+```
+@article{processbench,
+  title={ProcessBench: Identifying Process Errors in Mathematical Reasoning}, 
+  author={
+    Chujie Zheng and Zhenru Zhang and Beichen Zhang and Runji Lin and Keming Lu and
+    Bowen Yu and Dayiheng Liu and Jingren Zhou and Junyang Lin
+  },
+  journal={arXiv preprint arXiv:2412.06559},
+  year={2024}
+}
+```
+
+## Data Usage
+
+You can use the following code to preview the dataset:
+
+```python
+import json
+from datasets import load_dataset
+
+dataset = load_dataset('Qwen/ProcessBench', split='gsm8k')
+print(json.dumps(dataset[0], indent=2))
+
+# Expected output:
+"""
+{
+  "id": "gsm8k-0",
+  "generator": "Qwen2-7B-Instruct",
+  "problem": "Sue lives in a fun neighborhood...",
+  "steps": [
+    "To find out how many more pink plastic flamingos were out than...",
+    ...
+  ],
+  "final_answer_correct": false,
+  "label": 1
+}
+"""
+```