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Sonnet 3.5 ๐Ÿ‡ฎ๐Ÿ‡น Dataset ๐Ÿ“Š Model Card

Overview

The Sonnet 3.5 ๐Ÿ‡ฎ๐Ÿ‡น Dataset is a high-quality ๐Ÿ† dataset for various NLP ๐Ÿ—ฃ๏ธ tasks in ๐Ÿ‡ฎ๐Ÿ‡น. It includes programming ๐Ÿ’ป code, instruction-following ๐Ÿ“œ examples, Q&A โ“โ— pairs, and translations ๐ŸŒ, providing rich data to enhance ๐Ÿ‡ฎ๐Ÿ‡น language models.

Key Features

  • Language: Primarily in ๐Ÿ‡ฎ๐Ÿ‡น, ideal for ๐Ÿ‡ฎ๐Ÿ‡น NLP.
  • Content Types:
    • Code: ๐Ÿ’ป snippets with explanations.
    • Instruction Following: ๐Ÿ“œ Examples for task automation ๐Ÿค– and problem-solving ๐Ÿง .
    • Q&A: โ“โ— Pairs covering various topics.
    • Translations: ๐ŸŒ Examples to improve multilingual understanding.
    • General Examples: Summarization โœ๏ธ, classification ๐Ÿท๏ธ, paraphrasing ๐Ÿ”„, etc.

Dataset Composition

  • Number of Examples: 75,000 ๐Ÿ“Š examples, with high-quality ๐Ÿ† annotations.
  • Source Diversity: Data from open-source ๐Ÿ“‚ repositories, user ๐Ÿ‘ค interactions, and crowd-sourced ๐Ÿค contributions.

Quality Assurance

  • Consistency: Uniform formatting ๐Ÿ“ and annotation ๐Ÿ“.
  • High-Quality Responses: Vetted for linguistic quality ๐Ÿ… and correctness โœ….
  • Ethical Considerations: Harmful content ๐Ÿšซ removed.

License

Released under CC BY-SA 4.0 ๐Ÿ“œ, encouraging both academic ๐ŸŽ“ and commercial ๐Ÿ’ผ use.

Dataset Creation Cost

  • Cost: The creation of this dataset required significant investment, with costs reaching approximately 3,000 euros ๐Ÿ’ถ. This reflects the effort, time, and expertise involved in curating high-quality examples. If you're interested in using this dataset, please reach out via email ๐Ÿ“ง. Please note, this is a private dataset.

Citation

If you use this dataset, please cite:

@dataset{sonnet_3.5_italian,
  title={Sonnet 3.5 Italian Dataset},
  year={2024},
  publisher={DeepMount00},
  note={https://huggingface.co/DeepMount00}
}
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Models trained or fine-tuned on DeepMount00/Sonnet-3.5-ITA-INSTRUCT