Hugging Face's logo

Datasets:
Khushdholi
/
SDG_Cosmopedia_medium

Modalities:
Text
Formats:
parquet
Size:
< 1K
ArXiv:
Tags:
Synthetic
distilabel
rlaif
Libraries:
Datasets
pandas
Dataset card Viewer Files Community
1
SDG_Cosmopedia_medium / README.md
librarian-bot's picture
librarian-bot
Librarian Bot: Add language metadata for dataset
f0a1103 verified
preview code
|
raw
history blame
13.5 kB
metadata
language:
  - en
size_categories: n<1K
dataset_info:
  features:
    - name: instruction
      dtype: string
    - name: token_length
      dtype: int64
    - name: system_prompt
      dtype: string
    - name: generations
      sequence: string
    - name: distilabel_metadata
      struct:
        - name: raw_output_ultra_feedback_0
          dtype: string
    - name: model_names
      sequence: string
    - name: ratings
      sequence: int64
    - name: rationales
      sequence: string
    - name: model_name
      dtype: string
  splits:
    - name: train
      num_bytes: 1782844
      num_examples: 200
  download_size: 937298
  dataset_size: 1782844
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
tags:
  - synthetic
  - distilabel
  - rlaif

Built with Distilabel

Dataset Card for SDG_Cosmopedia_medium

This dataset has been created with distilabel.

Dataset Summary

This dataset contains a pipeline.yaml which can be used to reproduce the pipeline that generated it in distilabel using the distilabel CLI:

distilabel pipeline run --config "https://huggingface.co/datasets/Khushdholi/SDG_Cosmopedia_medium/raw/main/pipeline.yaml"

or explore the configuration:

distilabel pipeline info --config "https://huggingface.co/datasets/Khushdholi/SDG_Cosmopedia_medium/raw/main/pipeline.yaml"

Dataset structure

The examples have the following structure per configuration:

Configuration: default 
{
    "distilabel_metadata": {
        "raw_output_ultra_feedback_0": "#### Output for Text 1\nRating: 5 (Excellent)\nRationale: Text 1 provides an accurate and concise summary of the original text within the 200-word limit. It effectively captures the main points, including the importance of digital tools in social studies integration, the benefits of Ruangguru\u0027s Online School, and the platform\u0027s alignment with current trends in education. The text is well-organized, easy to follow, and free of errors. The tone is informative, and the language is clear and concise. The text also maintains the original text\u0027s emphasis on promoting critical thinking, cultural awareness, and responsible citizenship.\n\n#### Output for Text 2\nRating: 4 (Very Good)\nRationale: Text 2 also provides a good summary of the original text within the 200-word limit. However, it is slightly less detailed and concise compared to Text 1. The text effectively captures the main points, including the impact of the COVID-19 pandemic on education, the benefits of Ruangguru\u0027s Online School, and the platform\u0027s alignment with project-based learning trends. The text is well-organized, but some sentences could be more concise. The tone is informative, and the language is clear. However, the text could benefit from more precise language in some areas, such as the description of Ruangguru\u0027s teacher training sessions. Overall, Text 2 is a good summary, but it falls slightly short of Text 1 in terms of detail and concision."
    },
    "generations": [
        "Here is a 200-word summary of the draft:\n\nIn today\u0027s technology-driven world, educational institutions have adapted to remote learning models, making digital tools essential for social studies integration in elementary education. Ruangguru\u0027s Online School offers a wealth of opportunities for students to engage with social studies topics interactively, fostering critical thinking, cultural awareness, and responsible citizenship. The platform allows students to participate in virtual simulations, collaborate with peers, and develop problem-solving skills.\n\nAccessibility is another significant advantage of Ruangguru\u0027s platform, enabling students to access quality materials anywhere, anytime, and allowing teachers to track student progress and provide targeted support. The platform also offers complimentary online teacher training sessions, facilitating professional development and a sense of community among educators.\n\nRuangguru\u0027s Online School aligns with current trends emphasizing project-based learning, empowering students to apply knowledge and skills to solve authentic problems. The platform provides equitable access to quality education, democratizing learning opportunities and promoting inclusivity and empathy. By harnessing the power of digital platforms like Ruangguru\u0027s Online School, educators can create engaging and meaningful learning experiences for young students, preparing them to tackle complex issues and become compassionate citizens ready to make a difference in their communities and beyond.",
        "Here is a summary of the text within the 200-word limit:\n\nThe COVID-19 pandemic has accelerated the integration of technology in education, making online learning platforms like Ruangguru\u0027s Online School essential for social studies education in elementary schools. Social studies integration aims to foster critical thinking, cultural awareness, and responsible citizenship. Ruangguru\u0027s platform offers interactive and immersive experiences, such as virtual simulations, to engage students with social studies topics. The platform is accessible, allowing students to learn anytime, anywhere, and enables teachers to track progress and provide targeted support.\n\nRuangguru also provides online teacher training sessions to facilitate the transition to remote teaching. The platform aligns with project-based learning trends, encouraging students to apply knowledge and skills to solve real-world problems. Additionally, Ruangguru promotes equitable access to quality education, offering free resources and training, and incorporating diverse perspectives and histories into social studies curricula.\n\nBy leveraging Ruangguru\u0027s Online School, educators can create engaging and meaningful learning experiences for young students, cultivating critical thinking, cultural awareness, and responsible citizenship. This approach can help create resilient learners equipped to tackle complex issues facing the world today, ultimately cultivating engaged, informed, and compassionate citizens."
    ],
    "instruction": " In today\u0027s ever-evolving world, technology has become an integral part of our lives, shaping the way we learn, work, and communicate. The COVID-19 pandemic has only accelerated this trend, forcing educational institutions worldwide to adapt quickly to remote learning models. As such, social studies integration in elementary education can greatly benefit from incorporating digital tools like those offered by Ruangguru\u0027s Online School. Let\u0027s explore how educators can effectively leverage these resources to create engaging and meaningful learning experiences for young students.\n\nFirstly, let\u0027s define what we mean by social studies integration. Social studies encompasses various disciplines that help students understand their communities, societies, and the wider world around them. These subjects may include history, geography, civics, economics, sociology, and anthropology. By integrating social studies into the curriculum, we aim to foster critical thinking skills, promote cultural awareness, and encourage responsible citizenship among students. Now, let\u0027s see how Ruangguru\u0027s Online School supports these goals.\n\nRuangguru\u0027s Online School offers a wealth of opportunities for elementary students to engage with social studies topics in a dynamic and interactive manner. For instance, instead of simply reading about historical events or figures, students can participate in virtual simulations where they assume roles within specific time periods or cultures. Such immersive experiences allow children to connect emotionally with the material while developing essential collaboration and problem-solving abilities.\n\nAnother significant advantage of utilizing Ruangguru\u0027s platform is accessibility. With many schools closed due to the ongoing health crisis, ensuring continuity of learning has become paramount. Through Ruangguru\u0027s mobile application, students can access quality instructional materials anytime, anywhere\u2014an especially crucial feature for families without reliable internet connections at home. Moreover, the platform allows teachers to track student progress, enabling them to provide targeted support and intervention when necessary.\n\nFurthermore, Ruangguru recognizes the importance of professional development for educators transitioning to remote teaching environments. To facilitate this process, they offer complimentary online teacher training sessions via their app. During these workshops, instructors can share best practices, discuss challenges, and collaborate on innovative strategies for delivering effective social studies lessons in a virtual setting. Additionally, connecting with fellow professionals fosters a sense of community among teachers, helping them feel supported and valued during uncertain times.\n\nMoreover, Ruangguru\u0027s Online School aligns seamlessly with current trends emphasizing project-based learning (PBL), which encourages students to apply knowledge and skills to solve authentic problems. For example, students might research local environmental issues, analyze data, and propose solutions using multimedia presentations created within the app. PBL approaches not only deepen conceptual understanding but also empower students to take action and contribute positively to their communities.\n\nLastly, Ruangguru\u0027s commitment to providing equitable access to quality education resonates strongly with recent calls for social justice reform in education. By offering free resources and training, they democratize learning opportunities, allowing all students to thrive regardless of socioeconomic background. Furthermore, incorporating diverse perspectives and histories into social studies curricula promotes inclusivity and empathy, preparing future generations to navigate an increasingly interconnected global society.\n\nIn conclusion, harnessing the power of digital platforms like Ruangguru\u0027s Online School can significantly enhance social studies integration efforts at the elementary level. Amidst unprecedented challenges brought forth by the COVID-19 pandemic, embracing innovation becomes vital in creating resilient learners who are well-equipped to tackle complex issues facing our world today. Together, let us strive towards cultivating engaged, informed, and compassionate citizens ready to make a difference in their communities and beyond.",
    "model_name": "llama405B",
    "model_names": [
        "llama8B",
        "llama405B"
    ],
    "ratings": [
        5,
        4
    ],
    "rationales": [
        "Text 1 provides an accurate and concise summary of the original text within the 200-word limit. It effectively captures the main points, including the importance of digital tools in social studies integration, the benefits of Ruangguru\u0027s Online School, and the platform\u0027s alignment with current trends in education. The text is well-organized, easy to follow, and free of errors. The tone is informative, and the language is clear and concise. The text also maintains the original text\u0027s emphasis on promoting critical thinking, cultural awareness, and responsible citizenship.",
        "Text 2 also provides a good summary of the original text within the 200-word limit. However, it is slightly less detailed and concise compared to Text 1. The text effectively captures the main points, including the impact of the COVID-19 pandemic on education, the benefits of Ruangguru\u0027s Online School, and the platform\u0027s alignment with project-based learning trends. The text is well-organized, but some sentences could be more concise. The tone is informative, and the language is clear. However, the text could benefit from more precise language in some areas, such as the description of Ruangguru\u0027s teacher training sessions. Overall, Text 2 is a good summary, but it falls slightly short of Text 1 in terms of detail and concision."
    ],
    "system_prompt": "You are an editor specializing in summarizing drafts. Your edits do convey the essence of the text with in a word limit of 200. You try not to lose information and facts while summarization.",
    "token_length": 805
}

This subset can be loaded as:

from datasets import load_dataset

ds = load_dataset("Khushdholi/SDG_Cosmopedia_medium", "default")

Or simply as it follows, since there's only one configuration and is named default: 

from datasets import load_dataset

ds = load_dataset("Khushdholi/SDG_Cosmopedia_medium")

References 

@misc{cui2024ultrafeedbackboostinglanguagemodels,
    title={UltraFeedback: Boosting Language Models with Scaled AI Feedback},
    author={Ganqu Cui and Lifan Yuan and Ning Ding and Guanming Yao and Bingxiang He and Wei Zhu and Yuan Ni and Guotong Xie and Ruobing Xie and Yankai Lin and Zhiyuan Liu and Maosong Sun},
    year={2024},
    eprint={2310.01377},
    archivePrefix={arXiv},
    primaryClass={cs.CL},
    url={https://arxiv.org/abs/2310.01377},
}