Duplicate from amao0o0/CoinMath

Co-authored-by: Chengwei Wei <amao0o0@users.noreply.huggingface.co>

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README.md

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+---
+dataset_info:
+  features:
+  - name: dataset
+    dtype: string
+  - name: id
+    dtype: string
+  - name: messages
+    list:
+    - name: content
+      dtype: string
+    - name: role
+      dtype: string
+  splits:
+  - name: no_comment
+    num_bytes: 34867073
+    num_examples: 67048
+  - name: concise_comment
+    num_bytes: 41125152
+    num_examples: 67048
+  - name: detailed_comment
+    num_bytes: 70415179
+    num_examples: 67048
+  - name: descriptive
+    num_bytes: 54691253
+    num_examples: 72928
+  - name: obscure
+    num_bytes: 39810584
+    num_examples: 72928
+  - name: general
+    num_bytes: 83739090
+    num_examples: 72926
+  - name: hardcoded
+    num_bytes: 52593148
+    num_examples: 72926
+  download_size: 165827293
+  dataset_size: 377241479
+configs:
+- config_name: default
+  data_files:
+  - split: no_comment
+    path: data/no_comment-*
+  - split: concise_comment
+    path: data/concise_comment-*
+  - split: detailed_comment
+    path: data/detailed_comment-*
+  - split: descriptive
+    path: data/descriptive-*
+  - split: obscure
+    path: data/obscure-*
+  - split: general
+    path: data/general-*
+  - split: hardcoded
+    path: data/hardcoded-*
+task_categories:
+- question-answering
+language:
+- en
+tags:
+- math
+- code
+- instruction
+pretty_name: Math PoT Instruction with Diverse Coding Styles
+---
+# Dataset Card for Dataset Name
+
+<!-- Provide a quick summary of the dataset. -->
+<!-- This dataset card aims to be a base template for new datasets. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/datasetcard_template.md?plain=1). -->
+
+Math PoT instruction with diverse coding styles.
+
+
+## Dataset Details
+
+arXiv: https://arxiv.org/pdf/2412.11699v1
+
+Github: https://github.com/amao0o0/CoinMath
+
+The dataset is already processed using the Alpaca instruction template and saved in the following JSON object format:
+```
+{
+    "dataset": "Coding style name",
+    "id": "Math question id",
+    "messages": [
+        {"role": "user", "content": "message_text"},
+        {"role": "assistant", "content": "message_text"},
+        ...
+    ],
+}
+```
+
+Variants in Comment Usage, i.e., no_comment, concise_comment, and detailed_comment, have fewer samples. 
+This reduction is due to the removal of synthesis samples whose code lines did not match the original ones.
+
+## Citation
+
+@article{wei2024coinmath,
+  title={CoinMath: Harnessing the Power of Coding Instruction for Math LLMs},
+  author={Wei, Chengwei and Wang, Bin and Kim, Jung-jae and Liu, Guimei and Chen, Nancy F},
+  journal={arXiv preprint arXiv:2412.11699},
+  year={2024}
+}

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