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README.md

@@ -1,4 +1,5 @@
 ---
+size_categories: n<1K
 dataset_info:
   features:
   - name: instruction
@@ -32,4 +33,107 @@ configs:
   data_files:
   - split: train
     path: data/train-*
+tags:
+- synthetic
+- distilabel
+- rlaif
 ---
+
+<p align="left">
+  <a href="https://github.com/argilla-io/distilabel">
+    <img src="https://raw.githubusercontent.com/argilla-io/distilabel/main/docs/assets/distilabel-badge-light.png" alt="Built with Distilabel" width="200" height="32"/>
+  </a>
+</p>
+
+# Dataset Card for SDG_Cosmopedia_FAQ
+
+This dataset has been created with [distilabel](https://distilabel.argilla.io/).
+
+
+
+## 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:
+
+```console
+distilabel pipeline run --config "https://huggingface.co/datasets/Khushdholi/SDG_Cosmopedia_FAQ/raw/main/pipeline.yaml"
+```
+
+or explore the configuration:
+
+```console
+distilabel pipeline info --config "https://huggingface.co/datasets/Khushdholi/SDG_Cosmopedia_FAQ/raw/main/pipeline.yaml"
+```
+
+## Dataset structure
+
+The examples have the following structure per configuration:
+
+
+<details><summary> Configuration: default </summary><hr>
+
+```json
+{
+    "distilabel_metadata": {
+        "raw_output_ultra_feedback_0": "#### Output for Text 1\nRating: 5 (Excellent)\nRationale: Text 1 provides accurate and informative answers to the FAQs, effectively leveraging the information from the original text. The responses are confident, well-structured, and free of hallucinations. The text also demonstrates a clear understanding of the topic, providing relevant examples and explanations to support the answers. The language is clear and concise, making it easy to follow and comprehend. Overall, Text 1 meets all the criteria for an excellent rating.\n\n#### Output for Text 2\nRating: 4 (Very Good)\nRationale: Text 2 also provides accurate and informative answers to the FAQs, but with some minor variations in wording and structure compared to Text 1. The responses are generally well-structured and clear, but may lack some of the specific examples and explanations provided in Text 1. The text demonstrates a good understanding of the topic and provides relevant information to support the answers. However, some of the responses may be slightly more concise or lack the same level of detail as Text 1. Overall, Text 2 meets most of the criteria for an excellent rating, but with some minor issues in terms of alignment and confidence."
+    },
+    "generations": [
+        "Here are 5 FAQs based on the provided text:\n\n**Q1: What is social studies integration, and why is it important in elementary education?**\nA1: Social studies integration refers to the inclusion of various disciplines, such as history, geography, civics, economics, sociology, and anthropology, in the curriculum to help students understand their communities, societies, and the wider world around them. It aims to foster critical thinking skills, promote cultural awareness, and encourage responsible citizenship among students.\n\n**Q2: How can educators effectively leverage digital tools like Ruangguru\u0027s Online School to create engaging learning experiences for young students?**\nA2: Educators can leverage Ruangguru\u0027s Online School by utilizing its interactive features, such as virtual simulations, collaboration tools, and multimedia presentations, to create immersive learning experiences that connect students emotionally with the material and develop essential skills like collaboration and problem-solving.\n\n**Q3: What are some benefits of using Ruangguru\u0027s Online School platform, especially in the context of remote learning?**\nA3: Ruangguru\u0027s Online School offers several benefits, including accessibility, flexibility, and tracking tools for teachers to monitor student progress. Its mobile application allows students to access quality instructional materials anytime, anywhere, making it an especially crucial feature for families without reliable internet connections at home.\n\n**Q4: How does Ruangguru\u0027s Online School support professional development for educators transitioning to remote teaching environments?**\nA4: Ruangguru\u0027s Online School offers complimentary online teacher training sessions via its app, providing educators with the opportunity to share best practices, discuss challenges, and collaborate on innovative strategies for delivering effective social studies lessons in a virtual setting.\n\n**Q5: How does Ruangguru\u0027s Online School promote social justice reform in education, particularly in terms of accessibility and inclusivity?**\nA5: Ruangguru\u0027s Online School promotes social justice reform in education by offering free resources and training, democratizing learning opportunities and allowing all students to thrive regardless of socioeconomic background. It also incorporates diverse perspectives and histories into social studies curricula, promoting inclusivity and empathy, and preparing future generations to navigate an increasingly interconnected global society.",
+        "Here are 5 frequently asked questions based on the text:\n\n**Q1: What is social studies integration, and why is it important in elementary education?**\nA1: Social studies integration encompasses various disciplines that help students understand their communities, societies, and the world around them. It aims to foster critical thinking skills, promote cultural awareness, and encourage responsible citizenship among students.\n\n**Q2: How does Ruangguru\u0027s Online School support social studies integration in elementary education?**\nA2: Ruangguru\u0027s Online School offers a wealth of opportunities for elementary students to engage with social studies topics in a dynamic and interactive manner, including virtual simulations, interactive lessons, and project-based learning approaches.\n\n**Q3: What are the benefits of using Ruangguru\u0027s Online School for social studies education during the COVID-19 pandemic?**\nA3: The benefits include ensuring continuity of learning, accessibility to quality instructional materials anytime and anywhere, and the ability for teachers to track student progress and provide targeted support.\n\n**Q4: How does Ruangguru\u0027s Online School support teacher professional development and community building?**\nA4: Ruangguru offers complimentary online teacher training sessions via their app, where instructors can share best practices, discuss challenges, and collaborate on innovative strategies for delivering effective social studies lessons in a virtual setting.\n\n**Q5: How does Ruangguru\u0027s Online School promote inclusivity and social justice in education?**\nA5: By offering free resources and training, Ruangguru democratizes learning opportunities, allowing all students to thrive regardless of socioeconomic background. Additionally, incorporating diverse perspectives and histories into social studies curricula promotes inclusivity and empathy."
+    ],
+    "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 accurate and informative answers to the FAQs, effectively leveraging the information from the original text. The responses are confident, well-structured, and free of hallucinations. The text also demonstrates a clear understanding of the topic, providing relevant examples and explanations to support the answers. The language is clear and concise, making it easy to follow and comprehend. Overall, Text 1 meets all the criteria for an excellent rating.",
+        "Text 2 also provides accurate and informative answers to the FAQs, but with some minor variations in wording and structure compared to Text 1. The responses are generally well-structured and clear, but may lack some of the specific examples and explanations provided in Text 1. The text demonstrates a good understanding of the topic and provides relevant information to support the answers. However, some of the responses may be slightly more concise or lack the same level of detail as Text 1. Overall, Text 2 meets most of the criteria for an excellent rating, but with some minor issues in terms of alignment and confidence."
+    ],
+    "system_prompt": "You are an editor specialized in creating frequently asked questions. Create 5 questions from the text provided.",
+    "token_length": 805
+}
+```
+
+This subset can be loaded as:
+
+```python
+from datasets import load_dataset
+
+ds = load_dataset("Khushdholi/SDG_Cosmopedia_FAQ", "default")
+```
+
+Or simply as it follows, since there's only one configuration and is named `default`: 
+
+```python
+from datasets import load_dataset
+
+ds = load_dataset("Khushdholi/SDG_Cosmopedia_FAQ")
+```
+
+
+</details>
+
+
+
+## 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},
+}
+```
+
+