IVA Swift: 753,693 Swift Code Files from GitHub for Model Training

mvasiliniuc's dataset contains 753,693 raw Swift code files extracted from GitHub, totaling approximately 700MB of data. It was created from the public GitHub dataset on Google BigQuery with the purpose of training code generation models. The dataset was last updated on June 16, 2023.

Use Cases

• Training code generation models based on the large collection of Swift files.
• Fine-tuning large language models for Swift-specific programming tasks.
• Analyzing coding patterns and practices within the Swift open-source ecosystem.
• Pre-training models on a corpus of real-world Swift source code.

Strengths

• Contains 753,693 individual Swift code files, providing substantial volume for model training.
• Totals approximately 700MB of raw source code data.
• Sourced from the public GitHub dataset, providing a foundation of real-world code examples.

Limitations

• The dataset is described as uncurated, which may impact data quality and require filtering.
• Column-level documentation is absent; field semantics must be inferred after download.
• Last updated 2023-06-16 07:02:18; freshness should be verified.

Provenance

Source

Public GitHub repositories via Google BigQuery.

Collection Method

Extracted from the public GitHub dataset on Google BigQuery.

Freshness

2023-06-16 07:02:18