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Datasets:
nupursaraswat
/
adaption-java-core-qa-pairs-v1

Modalities:
Text
Formats:
json
Languages:
English
Size:
10K - 100K
Tags:
adaption
instruction-tuning
code
technology
Libraries:
Datasets
pandas
Polars
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This dataset is a remastered version prepared using Adaption's Adaptive Data platform.

adaption-java_core_qa_pairs

This dataset consists of question-and-answer pairs focused on core Java programming concepts, including data structures, memory management, and object-oriented principles. Each sample features a specific technical prompt followed by a concise, accurate explanation suitable for educational or testing purposes. The content covers topics such as polymorphism, threading, exception handling, and Java-specific slogans.

Dataset size

There are 27,934 data points in this dataset. This is an instruction tuning dataset.

Quality of Remastered Dataset

The final quality is B, with a relative quality improvement of 74.0%.

Domain

  • Code (98%)
  • Technology (2%)

Language

  • English (100%)

Tone

  • Explanatory (68%)
  • Informative (20%)
  • Technical (10%)

Evaluation Results

  • Quality Gains:

    QualityGains

  • Grade Improvement:

    Grade

  • Percentile Chart:

    Percentile Chart
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