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<urn:uuid:ab0a5c2f-e34c-4781-8bf8-6a3d1fd82649> | A local art historian and museum professional interested in 19th-century American art and the local cultural heritage of Cincinnati. | Alibaba-NLP/gte-large-en-v1.5 | [
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"Detail the roles and contributions of significant female artists from the Midwest to the American art movement of the 1890s, focusing on their experiences and perspectives.",
"How did the historic significance of the Cincinnati Riverfront influence the development of its public art, including murals and sculptures, and what role did prominent artists play in its creation?",
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} | https://api-inference.huggingface.co/models/meta-llama/Llama-3.2-3B-Instruct | What are the key factors that contributed to the rise of Cincinnati as a major banking center in the 19th century, and how did this impact the local art scene? Detail the roles and contributions of significant female artists from the Midwest to the American art movement of the 1890s, focusing on their experiences and perspectives. How did the historic significance of the Cincinnati Riverfront influence the development of its public art, including murals and sculptures, and what role did prominent artists play in its creation? Describe the evolution of art education in Cincinnati's public schools from the early 20th century to the present day, highlighting notable art programs, | What were the key socio-economic and technological factors that contributed to Cincinnati's transformation into a major banking hub between 1820 and 1880, and how did this impact the local economy and its subsequent effects on the development of public art and the mid-19th century American art movement? Analyze the roles and contributions of prominent female artists from the Midwest to this movement, emphasizing their experiences, perspectives, and potential influences from the city's emerging industrial and mercantile sectors.
Examine how the Cincinnati Riverfront's historic significance played out in the development of its murals, sculptures, and other public art projects, and how prominent |
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"What is the historical significance of the association of Aphrodite with Cypriot scenery and how has this impacted the island's tourism industry?",
"Detail the effects of the 1974 Turkish invasion on the social structure and cultural identity of Cyprus, focusing on the portrayal of this event in Cypriot literature.",
"Compare the representation of women in Cypriot folk dances, such as the Sigiridati, to those in Western folk dances, exploring the possible origins and influences behind these differences.",
"Explain the concept of philoxenia in Cypriot culture and its role in fostering community and social relationships within traditional Cypriot society.",
"Describe"
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} | https://api-inference.huggingface.co/models/meta-llama/Llama-3.2-3B-Instruct | What is the historical significance of the association of Aphrodite with Cypriot scenery and how has this impacted the island's tourism industry? Detail the effects of the 1974 Turkish invasion on the social structure and cultural identity of Cyprus, focusing on the portrayal of this event in Cypriot literature. Compare the representation of women in Cypriot folk dances, such as the Sigiridati, to those in Western folk dances, exploring the possible origins and influences behind these differences. Explain the concept of philoxenia in Cypriot culture and its role in fostering community and social relationships within traditional Cypriot society. Describe | Investigate the multifaceted historical and cultural nuances underpinning Cyprus's enduring association with Aphrodite, particularly in relation to the island's breathtaking scenic landscapes. Analyze the intricate dynamics between this mythological tie, Cypriot tourism, and the subsequent economic, social, and cultural transformations that have arisen.
In light of the devastating 1974 Turkish invasion, comparatively examine the profoundly disparate occurrences on Cyprus's social fabric and cultural identity. Investigate how authors of Cypriot literature have constructed and redefined their collective memory, ultimately shaping a distinct cultural narrative that transiently viewed experiences in the fallout of a remarkably harming invasion. To |
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"Detail the findings of the Japanese government's failed invasion of Russia in 1918, highlighting its implications for both nations' military strategies.",
"Explain the socio-political context underlying the alliance between Imperial Japan and Nazi Germany prior to World War II.",
"Inquire about the tactics employed by Soviet military commander Georgy Zhukov in mastering mobile warfare during Operation Bagration.",
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} | https://api-inference.huggingface.co/models/meta-llama/Llama-3.2-3B-Instruct | Describe the role of the Soviet Red Army in the Chinese Civil War of 1927, emphasizing its strategic influence on Mao Zedong's decisions. Detail the findings of the Japanese government's failed invasion of Russia in 1918, highlighting its implications for both nations' military strategies. Explain the socio-political context underlying the alliance between Imperial Japan and Nazi Germany prior to World War II. Inquire about the tactics employed by Soviet military commander Georgy Zhukov in mastering mobile warfare during Operation Bagration. Outline the historical feasibility of revising the military doctrine of Mao Zedong based on lessons learned from stalemated | Analyze the Soviet Red Army's multifaceted role in the Chinese Civil War of 1927, specifically its strategic impact on Mao Zedong's decision-making processes. This involves considering the interplay between Manchurian nationalism and the Communist-led coalition, which may have influenced Mao's alignment with the Soviet Union.
To further understand this dynamic, examine the Japanese government's failed invasion of Russia in 1918, highlighting the military, economic, and diplomatic implications for both nations. This analysis should consider the strategic responses of the Red Army, the impact on the Soviet Union's military modernization, and its implications for the Cold War |
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"What are the main differences between a series and parallel circuit, and how do they impact circuit analysis?",
"How can I explain the concept of voltage division to a beginner, using a simple example?",
"Return a list of the most critical voltage safety precautions for working with high-voltage circuits.",
"Detail the steps to calculate the total resistance of a complex circuit, including the relevant formulas and supporting equations.",
"Suggest a simple experiment to demonstrate the principle of electromagnetic induction using a basic circuit design.",
"Explain the pros and cons of using a voltage regulator in a low-voltage circuit, comparing it to a simple voltage divider solution."
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} | https://api-inference.huggingface.co/models/meta-llama/Llama-3.2-3B-Instruct | What are the main differences between a series and parallel circuit, and how do they impact circuit analysis? How can I explain the concept of voltage division to a beginner, using a simple example? Return a list of the most critical voltage safety precautions for working with high-voltage circuits. Detail the steps to calculate the total resistance of a complex circuit, including the relevant formulas and supporting equations. Suggest a simple experiment to demonstrate the principle of electromagnetic induction using a basic circuit design. Explain the pros and cons of using a voltage regulator in a low-voltage circuit, comparing it to a simple voltage divider solution. | Comparing the fundamental distinctions between series and parallel circuits and their significant impact on circuit analysis is crucial for effective system design. To elucidate the concept of voltage division, particularly for inquisitive beginners, use a relatable analogy involving water flowing through two branching pipes. This example should be supplemented with a visual representation, such as the following table:
| Circuit Type | Characteristics | Importance in Circuit Analysis |
| ------------ | --------------- | -------------------------------- |
| Series | Charges accumulate | Ideal for applications with a single, critical current source |
| Parallel | Charges are distributed | Suitable for applications requiring multiple current sources |
Now, provide a clear |
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"What are the key takeaways from analyzing a complex case study using the IRAC framework and how can I apply them to a writing exam answer?",
"How can I effectively use the rule of waiver in legal contract negotiation to structure my argument, and what are the potential pitfalls I should avoid?",
"Explain the difference between a claim and a defense in a civil suit, providing examples of each to help me better understand the process, and offer advice on how to prepare for examining such cases.",
" Detail the steps involved in drafting and drafting a winning legal brief utilizing the IRAC method, highlighting key considerations for each part of the argument.",
"Provide a concise overview"
] | {
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}
} | https://api-inference.huggingface.co/models/meta-llama/Llama-3.2-3B-Instruct | What are the key takeaways from analyzing a complex case study using the IRAC framework and how can I apply them to a writing exam answer? How can I effectively use the rule of waiver in legal contract negotiation to structure my argument, and what are the potential pitfalls I should avoid? Explain the difference between a claim and a defense in a civil suit, providing examples of each to help me better understand the process, and offer advice on how to prepare for examining such cases. Detail the steps involved in drafting and drafting a winning legal brief utilizing the IRAC method, highlighting key considerations for each part of the argument. Provide a concise overview | Develop a comprehensive analysis of applying legal principles to a writing exam answer, employing the IRAC framework to extract key takeaways from a complex case study. Investigate the strategic application of the rule of waiver in legal contract negotiations, identifying potential pitfalls and providing a structured approach to arguing for waiver. Analyze the distinctions between claims and defenses in a civil suit, providing concrete examples and discussing the importance of preparation when examining such cases. Create a step-by-step guide to drafting a successful legal brief utilizing the IRAC method, highlighting critical considerations for each section of the argument. This analysis should also seek to identify the role of waiver in contract disputes, |
<urn:uuid:61931682-8374-4c95-9f70-d680d7e30083> | An electrical or robotics engineer focused on motor control systems, or a technical educator with a background in electrical engineering or a related field, such as mechatronics. | Alibaba-NLP/gte-large-en-v1.5 | [
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"Describe the effects of varying the gear ratio in a motor control system on the overall efficiency of the system, including both the mechanical and electrical aspects.",
"What is the practical application of the back electromotive force (BEF) concept in motor control systems, and how can it be utilized to enhance the performance of induction motors?",
"Create an algorithm for optimizing the torque output of a motor control system, taking into account the system's energy efficiency and the load's requirements.",
"Explain the significance of cogging torque in motor control"
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} | https://api-inference.huggingface.co/models/meta-llama/Llama-3.2-3B-Instruct | Provide a detailed explanation of the motor control system used in a specific industrial robotic arm, comparing its advantages over a similar system. Describe the effects of varying the gear ratio in a motor control system on the overall efficiency of the system, including both the mechanical and electrical aspects. What is the practical application of the back electromotive force (BEF) concept in motor control systems, and how can it be utilized to enhance the performance of induction motors? Create an algorithm for optimizing the torque output of a motor control system, taking into account the system's energy efficiency and the load's requirements. Explain the significance of cogging torque in motor control | Design a comprehensive evaluation of a novel motor control system for a high-performance industrial robotic arm, focusing on its incremental advantages over a comparable system. Compare its efficiency in various operating conditions. Describe the influence of gear ratio changes on the motor control system's overall performance, including both mechanical and electrical aspects. Investigate the influence of back electromotive force (BEF) concept on induction motors' performance and suggest practical applications for enhancing motor efficiency. Develop a sophisticated algorithm for optimizing torque output while addressing system energy efficiency and load requirements. Explain the crucial role of cogging torque in motor control and assess its potential impact on robotic arm performance under different working conditions |
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"Provide insights on the efficacy of arts-based programming for students with autism, highlighting its potential to improve social interaction skills.",
"Detail the process of developing an arts-based curriculum that caters to students with varying learning styles and abilities.",
"What best practices are essential for incorporating assistive technology into arts-based learning activities, and how can teachers effectively integrate it into their instructional practices?",
"Compare and contrast the benefits and drawbacks of using project-based learning versus arts integration methods in inclusive classrooms, with a focus on students with special needs.",
"Write a script for a teacher to deliver an arts-based lesson plan to a class of students with diverse abilities and needs, emphasizing the importance"
] | {
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} | https://api-inference.huggingface.co/models/meta-llama/Llama-3.2-3B-Instruct | Provide insights on the efficacy of arts-based programming for students with autism, highlighting its potential to improve social interaction skills. Detail the process of developing an arts-based curriculum that caters to students with varying learning styles and abilities. What best practices are essential for incorporating assistive technology into arts-based learning activities, and how can teachers effectively integrate it into their instructional practices? Compare and contrast the benefits and drawbacks of using project-based learning versus arts integration methods in inclusive classrooms, with a focus on students with special needs. Write a script for a teacher to deliver an arts-based lesson plan to a class of students with diverse abilities and needs, emphasizing the importance | Develop a research-based approach to investigating the efficacy of arts-based programming for students with autism, with a specific focus on its potential to enhance social interaction skills and accommodate students with varying learning styles and abilities. Detail the process of developing an equitable arts-based curriculum, including strategies for assessing and addressing the needs of students with diverse abilities. What best practices are essential for incorporating culturally responsive and assistive technology into arts-based learning activities, ensuring they are accessible and engaging for students with unique learning requirements? Compare and contrast the benefits and drawbacks of using project-based learning versus arts integration methods in inclusive classrooms, with a focus on addressing the complex needs of students with |
<urn:uuid:ff0c760f-41e7-4c9c-9eba-17594b697060> | "A pediatric urologist focused on enuresis management in children, or a pediatric nurse practitioner(...TRUNCATED) | Alibaba-NLP/gte-large-en-v1.5 | [-0.0072604757733643055,-0.0008987605106085539,-0.05766969174146652,0.0053833541460335255,0.01273159(...TRUNCATED) | [83778,99302,39471,90590,63197,895,22963,20264,37021,70373,63891,23093,28235,61206,46251,53959,70284(...TRUNCATED) | [0.8746657371520996,0.8499850034713745,0.8498639464378357,0.848518431186676,0.8396400213241577,0.820(...TRUNCATED) | [
9.538859367370605,
-3.320420742034912
] | 44 | ["Healthcare Professional", "Medical Expert", "Nephrology Specialist"] | ["What are the primary causes of nighttime incontinence in children, and how can these be addressed (...TRUNCATED) | {"statistics_instruction_evol_instruct_0":{"input_tokens":[385,380,383,373,381,371,372,367,289,371,3(...TRUNCATED) | https://api-inference.huggingface.co/models/meta-llama/Llama-3.2-3B-Instruct | "What are the primary causes of nighttime incontinence in children, and how can these be addressed t(...TRUNCATED) | "Develop a comprehensive treatment plan for pediatric patients experiencing stress urinary incontine(...TRUNCATED) |
<urn:uuid:9179cb19-4c4b-4756-a9c6-fc48f671e310> | "An English language teacher or linguistics student focused on grammatical analysis and sentence dia(...TRUNCATED) | Alibaba-NLP/gte-large-en-v1.5 | [-0.02063225954771042,-0.015723304823040962,0.012711256742477417,0.0066126747988164425,-0.0157468095(...TRUNCATED) | [22632,94691,70055,54333,55667,36779,85867,30275,32009,88211,21827,63990,43603,47740,20784,46536,979(...TRUNCATED) | [0.928088903427124,0.9191912412643433,0.9112286567687988,0.9107150435447693,0.9080681204795837,0.903(...TRUNCATED) | [
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<urn:uuid:6779ed98-397a-41f5-8352-428faf796312> | "A data analyst or business intelligence specialist who frequently uses VBA to automate tasks in Exc(...TRUNCATED) | Alibaba-NLP/gte-large-en-v1.5 | [-0.007859804667532444,-0.0323309451341629,-0.045794613659381866,0.028776459395885468,-0.02004379779(...TRUNCATED) | [33005,56163,87857,97767,31311,89695,62806,956,38002,24733,31435,20256,71083,72283,52684,84992,86551(...TRUNCATED) | [0.9537094235420227,0.9383510947227478,0.9340843558311462,0.9304656982421875,0.929903507232666,0.911(...TRUNCATED) | [
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] | 166 | ["VBA Developer", "IT Professional", "Automation Specialist"] | ["What are the most effective techniques for optimizing VBA script performance in large Excel datase(...TRUNCATED) | {"statistics_instruction_evol_instruct_0":{"input_tokens":[385,380,383,373,381,371,372,367,289,371,3(...TRUNCATED) | https://api-inference.huggingface.co/models/meta-llama/Llama-3.2-3B-Instruct | "What are the most effective techniques for optimizing VBA script performance in large Excel dataset(...TRUNCATED) | "How to optimize VBA script performance in massive Excel datasets with macro recording and editing c(...TRUNCATED) |
End of preview. Expand
in Data Studio
Dataset Card for uplimit-synthetic-data-week-1-with-evol
This dataset has been created with distilabel.
The pipeline script was uploaded to easily reproduce the dataset: colab_kernel_launcher.py.
It can be run directly using the CLI:
distilabel pipeline run --script "https://huggingface.co/datasets/ndhananj/uplimit-synthetic-data-week-1-with-evol/raw/main/colab_kernel_launcher.py"
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/ndhananj/uplimit-synthetic-data-week-1-with-evol/raw/main/pipeline.yaml"
or explore the configuration:
distilabel pipeline info --config "https://huggingface.co/datasets/ndhananj/uplimit-synthetic-data-week-1-with-evol/raw/main/pipeline.yaml"
Dataset structure
The examples have the following structure per configuration:
Configuration: default
{
"cluster_label": 1,
"distilabel_metadata": {
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],
"evolved_instruction": "What were the key socio-economic and technological factors that contributed to Cincinnati\u0027s transformation into a major banking hub between 1820 and 1880, and how did this impact the local economy and its subsequent effects on the development of public art and the mid-19th century American art movement? Analyze the roles and contributions of prominent female artists from the Midwest to this movement, emphasizing their experiences, perspectives, and potential influences from the city\u0027s emerging industrial and mercantile sectors. \n\nExamine how the Cincinnati Riverfront\u0027s historic significance played out in the development of its murals, sculptures, and other public art projects, and how prominent",
"id": "\u003curn:uuid:ab0a5c2f-e34c-4781-8bf8-6a3d1fd82649\u003e",
"instructions": [
"What are the key factors that contributed to the rise of Cincinnati as a major banking center in the 19th century, and how did this impact the local art scene?",
"Detail the roles and contributions of significant female artists from the Midwest to the American art movement of the 1890s, focusing on their experiences and perspectives.",
"How did the historic significance of the Cincinnati Riverfront influence the development of its public art, including murals and sculptures, and what role did prominent artists play in its creation?",
"Describe the evolution of art education in Cincinnati\u0027s public schools from the early 20th century to the present day, highlighting notable art programs,"
],
"instructions_str": "What are the key factors that contributed to the rise of Cincinnati as a major banking center in the 19th century, and how did this impact the local art scene? Detail the roles and contributions of significant female artists from the Midwest to the American art movement of the 1890s, focusing on their experiences and perspectives. How did the historic significance of the Cincinnati Riverfront influence the development of its public art, including murals and sculptures, and what role did prominent artists play in its creation? Describe the evolution of art education in Cincinnati\u0027s public schools from the early 20th century to the present day, highlighting notable art programs,",
"model_name": "https://api-inference.huggingface.co/models/meta-llama/Llama-3.2-3B-Instruct",
"model_name_embeddings": "Alibaba-NLP/gte-large-en-v1.5",
"nn_indices": [
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"... (truncated - showing 10 of 20 elements)"
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],
"persona": "A local art historian and museum professional interested in 19th-century American art and the local cultural heritage of Cincinnati.",
"projection": [
4.902285575866699,
1.8720051050186157
],
"summary_label": "[\"Education\", \"Academia\", \"Specialized Expertise\"]"
}
This subset can be loaded as:
from datasets import load_dataset
ds = load_dataset("ndhananj/uplimit-synthetic-data-week-1-with-evol", "default")
Or simply as it follows, since there's only one configuration and is named default:
from datasets import load_dataset
ds = load_dataset("ndhananj/uplimit-synthetic-data-week-1-with-evol")
References
@misc{wang2023selfinstructaligninglanguagemodels,
title={Self-Instruct: Aligning Language Models with Self-Generated Instructions},
author={Yizhong Wang and Yeganeh Kordi and Swaroop Mishra and Alisa Liu and Noah A. Smith and Daniel Khashabi and Hannaneh Hajishirzi},
year={2023},
eprint={2212.10560},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2212.10560},
}
@misc{xu2023wizardlmempoweringlargelanguage,
title={WizardLM: Empowering Large Language Models to Follow Complex Instructions},
author={Can Xu and Qingfeng Sun and Kai Zheng and Xiubo Geng and Pu Zhao and Jiazhan Feng and Chongyang Tao and Daxin Jiang},
year={2023},
eprint={2304.12244},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2304.12244},
}
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