metadata

task_categories:
  - text-classification
  - text2text-generation
  - summarization
language:
  - en

typescript-chunks

A dataset of TypeScript snippets, processed from the typescript subset of the-stack-smol.

Processing

Each source file is parsed with the TypeScript AST and queried for 'semantic chunks' of the following types.

FunctionDeclaration ---- 8205
ArrowFunction --------- 33890
ClassDeclaration ------- 5325
InterfaceDeclaration -- 12884
EnumDeclaration --------- 518
TypeAliasDeclaration --- 3580
MethodDeclaration ----- 24713

Leading comments are added to the front of content
Removed all chunks over max sequence length (2048)
Deduplicated / cleaned up
Generated instructions / summaries with gpt-3.5-turbo (in progress)

Dataset Structure

from datasets import load_dataset
load_dataset("bleugreen/typescript-chunks")

DatasetDict({
    train: Dataset({
        features: ['repo', 'path', 'type', 'content', 'summary', 'instruction'],
        num_rows: 89115
    })
})