Abdurrahmanesc/finetuning-infinite-workflow
Text Generation
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stringclasses 682
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Describe the importance of British architecture.
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This text discusses British architecture with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Write a descriptive paragraph about NEOM development.
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This text discusses NEOM development with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Generate an informative text about Saudi logistics sector.
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This text discusses Saudi logistics sector with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Describe the importance of Manchester culture.
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This text discusses Manchester culture with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Generate a calm atmospheric description about London finance sector.
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This text discusses London finance sector with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Create a creative scene involving Scottish landscapes.
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This text discusses Scottish landscapes with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Describe the future of Riyadh modernization.
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This text discusses Riyadh modernization with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Write a short analysis of Riyadh modernization.
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This text discusses Riyadh modernization with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Describe the future of Manchester culture.
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This text discusses Manchester culture with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Generate an informative text about British countryside.
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This text discusses British countryside with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Explain the development of NHS healthcare system.
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This text discusses NHS healthcare system with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Write an educational summary of Saudi logistics sector.
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This text discusses Saudi logistics sector with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Describe the importance of Saudi education technology.
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This text discusses Saudi education technology with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Write a descriptive paragraph about London tech startups.
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This text discusses London tech startups with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Write a descriptive paragraph about UK transportation.
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This text discusses UK transportation with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Describe the future of Riyadh modernization.
|
This text discusses Riyadh modernization with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Generate an informative text about NHS healthcare system.
|
This text discusses NHS healthcare system with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Explain the development of Manchester culture.
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This text discusses Manchester culture with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Write a neutral overview of London tech startups.
|
This text discusses London tech startups with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Describe the importance of British countryside.
|
This text discusses British countryside with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Generate a calm atmospheric description about Riyadh modernization.
|
This text discusses Riyadh modernization with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Generate a calm atmospheric description about British architecture.
|
This text discusses British architecture with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Write an educational summary of Riyadh modernization.
|
This text discusses Riyadh modernization with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Write a neutral overview of Saudi logistics sector.
|
This text discusses Saudi logistics sector with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Write a short analysis of Saudi tourism industry.
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This text discusses Saudi tourism industry with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Write a short analysis of British countryside.
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This text discusses British countryside with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Explain the development of Saudi coffee culture.
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This text discusses Saudi coffee culture with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Generate a calm atmospheric description about Red Sea coastline.
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This text discusses Red Sea coastline with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Write a neutral overview of Saudi Vision 2030.
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This text discusses Saudi Vision 2030 with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Describe the future of Manchester culture.
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This text discusses Manchester culture with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Generate an informative text about Saudi coffee culture.
|
This text discusses Saudi coffee culture with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Create a creative scene involving Riyadh modernization.
|
This text discusses Riyadh modernization with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Write a descriptive paragraph about London tech startups.
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This text discusses London tech startups with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Write an educational summary of Manchester culture.
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This text discusses Manchester culture with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Write a descriptive paragraph about NEOM development.
|
This text discusses NEOM development with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Write a descriptive paragraph about Saudi tourism industry.
|
This text discusses Saudi tourism industry with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Explain the development of UK transportation.
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This text discusses UK transportation with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Describe the future of AlUla heritage.
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This text discusses AlUla heritage with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Write a neutral overview of Saudi logistics sector.
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This text discusses Saudi logistics sector with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Write a neutral overview of Scottish landscapes.
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This text discusses Scottish landscapes with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Generate an informative text about renewable energy in the UK.
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This text discusses renewable energy in the UK with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Write a neutral overview of British architecture.
|
This text discusses British architecture with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Generate a calm atmospheric description about Scottish landscapes.
|
This text discusses Scottish landscapes with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Write an educational summary of Riyadh modernization.
|
This text discusses Riyadh modernization with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Generate a calm atmospheric description about AlUla heritage.
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This text discusses AlUla heritage with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Create a creative scene involving renewable energy in the UK.
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This text discusses renewable energy in the UK with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Create a creative scene involving Red Sea coastline.
|
This text discusses Red Sea coastline with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Write a descriptive paragraph about NEOM development.
|
This text discusses NEOM development with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Write a neutral overview of British architecture.
|
This text discusses British architecture with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Describe the future of AlUla heritage.
|
This text discusses AlUla heritage with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Write an educational summary of NEOM development.
|
This text discusses NEOM development with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Generate a calm atmospheric description about Saudi Vision 2030.
|
This text discusses Saudi Vision 2030 with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Create a creative scene involving Saudi coffee culture.
|
This text discusses Saudi coffee culture with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Describe the future of AlUla heritage.
|
This text discusses AlUla heritage with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Describe the importance of British countryside.
|
This text discusses British countryside with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Explain the development of NEOM development.
|
This text discusses NEOM development with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Write an educational summary of Saudi education technology.
|
This text discusses Saudi education technology with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Describe the importance of UK universities.
|
This text discusses UK universities with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Describe the future of Saudi tourism industry.
|
This text discusses Saudi tourism industry with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Write a short analysis of NHS healthcare system.
|
This text discusses NHS healthcare system with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Write an educational summary of Saudi logistics sector.
|
This text discusses Saudi logistics sector with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Explain the development of British architecture.
|
This text discusses British architecture with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Write a neutral overview of London finance sector.
|
This text discusses London finance sector with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Write a descriptive paragraph about UK transportation.
|
This text discusses UK transportation with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Explain the development of Scottish landscapes.
|
This text discusses Scottish landscapes with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Explain the development of British architecture.
|
This text discusses British architecture with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Write a descriptive paragraph about Saudi renewable energy.
|
This text discusses Saudi renewable energy with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Describe the future of NHS healthcare system.
|
This text discusses NHS healthcare system with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Generate an informative text about Saudi logistics sector.
|
This text discusses Saudi logistics sector with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Generate an informative text about UK universities.
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This text discusses UK universities with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Describe the importance of Saudi logistics sector.
|
This text discusses Saudi logistics sector with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Describe the importance of London tech startups.
|
This text discusses London tech startups with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Create a creative scene involving UK universities.
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This text discusses UK universities with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Generate a calm atmospheric description about Saudi renewable energy.
|
This text discusses Saudi renewable energy with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Write a neutral overview of Scottish landscapes.
|
This text discusses Scottish landscapes with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Write a neutral overview of Saudi logistics sector.
|
This text discusses Saudi logistics sector with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Generate a calm atmospheric description about NHS healthcare system.
|
This text discusses NHS healthcare system with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Write an educational summary of London tech startups.
|
This text discusses London tech startups with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Generate a calm atmospheric description about British architecture.
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This text discusses British architecture with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Write an educational summary of Scottish landscapes.
|
This text discusses Scottish landscapes with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Create a creative scene involving NEOM development.
|
This text discusses NEOM development with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Describe the future of London finance sector.
|
This text discusses London finance sector with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Explain the development of London tech startups.
|
This text discusses London tech startups with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Write a neutral overview of Saudi coffee culture.
|
This text discusses Saudi coffee culture with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Create a creative scene involving British countryside.
|
This text discusses British countryside with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Create a creative scene involving British countryside.
|
This text discusses British countryside with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Generate an informative text about Scottish landscapes.
|
This text discusses Scottish landscapes with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Create a creative scene involving AlUla heritage.
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This text discusses AlUla heritage with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Write a descriptive paragraph about British countryside.
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This text discusses British countryside with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Generate a calm atmospheric description about London tech startups.
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This text discusses London tech startups with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Describe the importance of British architecture.
|
This text discusses British architecture with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Generate an informative text about British architecture.
|
This text discusses British architecture with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Describe the importance of Saudi coffee culture.
|
This text discusses Saudi coffee culture with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Describe the future of Saudi Vision 2030.
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This text discusses Saudi Vision 2030 with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
|
Describe the importance of renewable energy in the UK.
|
This text discusses renewable energy in the UK with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Generate a calm atmospheric description about Saudi tourism industry.
|
This text discusses Saudi tourism industry with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Write a descriptive paragraph about Red Sea coastline.
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This text discusses Red Sea coastline with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Write an educational summary of UK transportation.
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This text discusses UK transportation with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Describe the future of London finance sector.
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This text discusses London finance sector with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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Generate an informative text about London finance sector.
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This text discusses London finance sector with a focus on clarity, helpful explanation, and regional relevance. It provides context, background, and meaningful insights without bias or harmful content.
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End of preview. Expand
in Data Studio
📚 Dataset Contents
1. Text Generation Dataset
12,000 samples total
Split Samples Description train.jsonl 10,000 Synthetic descriptive/instruction-like text validation.jsonl 2,000 Matching evaluation set
Topics include culture, technology, tourism, economics, clean-energy, and general knowledge.
🌍 General English Text Generation Dataset
60,000 samples total
Split Samples Description train.jsonl 50,000 English-only general-purpose text generation validation.jsonl 10,000 General-purpose evaluation set
This dataset covers a wide range of topics including:
AI & Machine Learning
Global economy
Climate change
Space exploration
Transportation systems
Education, leadership, personal finance
Scientific concepts and modern innovations
🔧 Format (Option B – Input → Output)
Each entry follows the same structure:
{ "input": "Write a clear paragraph describing artificial intelligence.", "output": "This passage provides a clear, informative, and neutral explanation about artificial intelligence..." }
📌 Intended Use
Designed for:
Fine-tuning text generation models
LoRA & QLoRA training
Small / nano LLM instruction-like behavior
Research and educational use
🧩 Loading the Dataset (Python)
from datasets import load_dataset
ds = load_dataset("Abdurrahmanesc/textgen-synthetic")
📜 License
Released under Apache 2.0 License.
🧠 Citation
@dataset{multicorpus_2025, title={English Multi-Corpus Text Generation Dataset}, year={2025}, creator={Generated by ChatGPT (user-guided)}, license={Apache-2.0} }
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Size of downloaded dataset files:
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Size of the auto-converted Parquet files:
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Number of rows:
73,200