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OpenHermes 13B GPT-4 Dataset
Data Science and Analytics
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About
OpenHermes 13B is an innovative, experimental data asset specifically curated for research into artificial intelligence technologies. Containing 242,000 entries, this resource was generated by GPT-4 from various open datasets across the field of AI. Its design matches the original Nous-Hermes model—excluding its proprietary datasets—which provides a unique opportunity for researchers to investigate possibilities in restrictive areas previously unavailable without confidential access, significantly pushing the boundaries of AI innovation and development.
Columns
The dataset is primarily delivered via a
train.csv file, and while it contains five columns, only three hold relevant content. These are:- Output: The processed text response generated by the GPT-4 model. This output results from a basic sentence input into an AI/NLU using the NousHermes 13B model. This column contains 237,240 distinct values.
- Input: Represents the initial line prompt provided to the model before it was processed by the GPT-4 algorithm. Note that 77% of the total entries in this column are registered as missing or null.
- Instruction: Offers direction on the intended reading or processing of certain sentences, such as requiring further attention or specific questioning.
Distribution
This dataset is provided in the file
train.csv. The file size is 306.6 MB and contains approximately 243,000 valid records. Data files are typically in CSV format, and the expected update frequency for this product is never.Usage
This data asset is highly suitable for several research and development applications. Users can leverage it for constructing machine learning algorithms designed to accurately classify texts generated by GPT-4. It is also valuable for developing natural language processing (NLP) applications capable of interpreting intricate patterns within text-based data. Furthermore, the dataset can support the creation of AI systems that generate bespoke content tailored for specific subjects, useful for educational purposes or speech engagement initiatives.
Coverage
The data reflects content generated by a GPT-4 model, built upon multiple open datasets. Some aspects of the resulting text have been redacted to ensure adherence to privacy rights established under European Union GDPR law 036/13A/2018.
License
CC0 1.0 Universal (CC0 1.0) - Public Domain Dedication
Who Can Use It
The primary audience includes researchers keen on exploring the limitations and capabilities of artificial intelligence. Intended users are those focused on creating new applications in deep learning, such as developers of natural language processing tools and engineers constructing machine learning algorithms.
Dataset Name Suggestions
- OpenHermes 13B GPT-4 Dataset
- AI Generated Instruction Data - 242K Entries
- Nous-Hermes Instructional Data Replication
Attributes
Original Data Source: OpenHermes 13B GPT-4 Dataset
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