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marin-community/open-thoughts-4-code-qwen3-32b-annotated

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Hugging Face2025-11-20 更新2025-12-20 收录
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--- # For reference on dataset card metadata, see the spec: https://github.com/huggingface/hub-docs/blob/main/datasetcard.md?plain=1 # Doc / guide: https://huggingface.co/docs/hub/datasets-cards {} --- # Dataset Card for Open-Thoughts-4-Code-Qwen3-32B-Annotated <!-- Provide a quick summary of the dataset. --> This dataset is the Qwen3-32B annotated version of [mlfoundations-dev/hero_run_4_code](https://huggingface.co/datasets/mlfoundations-dev/hero_run_4_code) curated by the OpenThoughts4 team. We provide the responses from Qwen3-32B in the `generated_text` column. These samples were generated using temperature = 0.8 and max output tokens = 7,500. We note that many of the responses are truncated, so use this dataset wisely! ## Dataset Details ### Dataset Description <!-- Provide a longer summary of what this dataset is. --> - **Curated by:** [More Information Needed] - **Funded by [optional]:** [More Information Needed] - **Shared by [optional]:** [More Information Needed] - **Language(s) (NLP):** [More Information Needed] - **License:** [More Information Needed] ### Dataset Sources [optional] <!-- Provide the basic links for the dataset. --> - **Repository:** [More Information Needed] - **Paper [optional]:** [More Information Needed] - **Demo [optional]:** [More Information Needed] ## Uses <!-- Address questions around how the dataset is intended to be used. --> ### Direct Use <!-- This section describes suitable use cases for the dataset. --> [More Information Needed] ### Out-of-Scope Use <!-- This section addresses misuse, malicious use, and uses that the dataset will not work well for. --> [More Information Needed] ## Dataset Structure <!-- This section provides a description of the dataset fields, and additional information about the dataset structure such as criteria used to create the splits, relationships between data points, etc. --> [More Information Needed] ## Dataset Creation ### Curation Rationale <!-- Motivation for the creation of this dataset. --> [More Information Needed] ### Source Data <!-- This section describes the source data (e.g. news text and headlines, social media posts, translated sentences, ...). --> #### Data Collection and Processing <!-- This section describes the data collection and processing process such as data selection criteria, filtering and normalization methods, tools and libraries used, etc. --> [More Information Needed] #### Who are the source data producers? <!-- This section describes the people or systems who originally created the data. It should also include self-reported demographic or identity information for the source data creators if this information is available. --> [More Information Needed] ### Annotations [optional] <!-- If the dataset contains annotations which are not part of the initial data collection, use this section to describe them. --> #### Annotation process <!-- This section describes the annotation process such as annotation tools used in the process, the amount of data annotated, annotation guidelines provided to the annotators, interannotator statistics, annotation validation, etc. --> [More Information Needed] #### Who are the annotators? <!-- This section describes the people or systems who created the annotations. --> [More Information Needed] #### Personal and Sensitive Information <!-- State whether the dataset contains data that might be considered personal, sensitive, or private (e.g., data that reveals addresses, uniquely identifiable names or aliases, racial or ethnic origins, sexual orientations, religious beliefs, political opinions, financial or health data, etc.). If efforts were made to anonymize the data, describe the anonymization process. --> [More Information Needed] ## Bias, Risks, and Limitations <!-- This section is meant to convey both technical and sociotechnical limitations. --> [More Information Needed] ### Recommendations <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. --> Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations. ## Citation [optional] <!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. --> **BibTeX:** [More Information Needed] **APA:** [More Information Needed] ## Glossary [optional] <!-- If relevant, include terms and calculations in this section that can help readers understand the dataset or dataset card. --> [More Information Needed] ## More Information [optional] [More Information Needed] ## Dataset Card Authors [optional] [More Information Needed] ## Dataset Card Contact [More Information Needed]

# 如需参考数据集卡片元数据规范,请参阅:https://github.com/huggingface/hub-docs/blob/main/datasetcard.md?plain=1 # 文档/指南:https://huggingface.co/docs/hub/datasets-cards {} --- # Open-Thoughts-4-Code-Qwen3-32B-Annotated 数据集卡片 <!-- 请对数据集提供简要概述。 --> 本数据集由OpenThoughts4团队整理,是[mlfoundations-dev/hero_run_4_code](https://huggingface.co/datasets/mlfoundations-dev/hero_run_4_code)的Qwen3-32B标注版本。我们在`generated_text`(生成文本)列中提供了Qwen3-32B生成的回复,这些样本采用温度系数(temperature)为0.8、最大输出Token数为7500的配置生成。请注意,多数回复存在截断情况,请谨慎使用本数据集! ## 数据集详情 ### 数据集描述 <!-- 请对数据集提供更详细的概述。 --> - **整理方**:[需补充更多信息] - **资助方[可选]**:[需补充更多信息] - **共享方[可选]**:[需补充更多信息] - **自然语言处理所用语言**:[需补充更多信息] - **授权协议**:[需补充更多信息] ### 数据集来源[可选] <!-- 请提供数据集的基础链接。 --> - **代码仓库**:[需补充更多信息] - **相关论文[可选]**:[需补充更多信息] - **演示 Demo[可选]**:[需补充更多信息] ## 数据集用途 ### 直接用途 <!-- 本部分说明数据集的适用场景。 --> [需补充更多信息] ### 超出范围的使用场景 <!-- 本部分说明不当使用、恶意使用,以及本数据集无法适配的使用场景。 --> [需补充更多信息] ## 数据集结构 <!-- 本部分说明数据集字段详情,以及数据集划分依据、数据点间关联等额外结构信息。 --> [需补充更多信息] ## 数据集构建 ### 构建初衷 <!-- 本部分说明创建本数据集的动机。 --> [需补充更多信息] ### 源数据 <!-- 本部分介绍源数据相关信息(例如新闻文本与标题、社交媒体帖文、翻译句段等)。 --> #### 数据收集与处理流程 <!-- 本部分说明数据收集与处理流程,例如数据选择标准、过滤与归一化方法、所用工具与库等。 --> [需补充更多信息] #### 源数据生产者是谁? <!-- 本部分介绍原始创建数据的个人或系统。若可获取源数据创建者的自我报告人口统计或身份信息,也应一并说明。 --> [需补充更多信息] ### 标注信息[可选] <!-- 若数据集包含初始数据收集之外的标注内容,请使用本部分说明相关信息。 --> #### 标注流程 <!-- 本部分说明标注流程,例如标注所用工具、标注数据量、提供给标注者的标注指南、标注者间一致性统计、标注验证方式等。 --> [需补充更多信息] #### 标注者是谁? <!-- 本部分说明创建标注内容的个人或系统。 --> [需补充更多信息] #### 个人与敏感信息 <!-- 请说明本数据集是否包含可被视为个人、敏感或隐私的数据(例如:披露地址、唯一可识别的姓名或别名、种族或族裔出身、性取向、宗教信仰、政治观点、金融或健康数据等)。若已采取数据匿名化措施,请说明匿名化流程。 --> [需补充更多信息] ## 偏差、风险与局限性 <!-- 本部分用于说明技术与社会技术层面的局限性。 --> ### 建议 <!-- 本部分用于针对数据集的偏差、风险与技术局限性给出相关建议。 --> 用户应知晓本数据集存在的风险、偏差与局限性。如需进一步的建议,需补充更多信息。 ## 引用信息[可选] <!-- 若有介绍本数据集的论文或博客文章,请在此处提供APA与BibTeX格式的引用信息。 --> **BibTeX格式:** [需补充更多信息] **APA格式:** [需补充更多信息] ## 术语表[可选] <!-- 若有需要,可在此处收录可帮助读者理解本数据集或数据集卡片的术语与计算公式。 --> [需补充更多信息] ## 更多信息[可选] [需补充更多信息] ## 数据集卡片作者[可选] [需补充更多信息] ## 数据集卡片联系人 [需补充更多信息]
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