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huggingface/datatrove

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Datatrove

Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.

Features

  • Data Curation and Filtering - Library for building scalable, platform-agnostic text processing pipelines.

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  • Data Pipelines - Processes, filters, and deduplicates large-scale text data.
  • Data Processing - Library for large-scale text data processing and deduplication.
  • Data Processing Tools - Library for large-scale text data processing and deduplication.
  • 3,092 stars·273 forks·Python·Apache-2.0·25 views

    Star history

    Star history chart for huggingface/datatroveStar history chart for huggingface/datatrove

    How this analysis was created: This summary and feature list are AI-generated from collected project material and can contain mistakes. Stars, license and language are imported from GitHub. Inclusion does not mean that we have tested or audited this project. Check the source documentation for any feature you depend on. Learn more on our About page.

    Projects sharing features with Datatrove

    These projects share indexed features with Datatrove. Shared tags can include platform or build tooling; verify the primary use case before treating a result as a replacement.
    • minishlab/semhashMinishLab avatar

      MinishLab/semhash

      936View on GitHub↗

      Fast Multimodal Semantic Deduplication & Filtering

      Pythondatasetsdeduplicationimage-dataset-cleaning
      View on GitHub↗936
    • jpmens/jojpmens avatar

      jpmens/jo

      4,867View on GitHub↗

      Jo is a command-line utility designed to construct and manipulate JSON objects and arrays directly from shell arguments and standard input. It functions as a data processing tool that transforms raw input into structured formats, enabling the generation of complex payloads for APIs, configuration files, and automated data pipelines. The tool distinguishes itself through its ability to resolve hierarchical data structures using delimiter-based path definitions and its integrated type-inference engine, which automatically casts input values into native boolean, numeric, or null types. Users can

      C
      View on GitHub↗4,867
    • argilla-io/distilabelargilla-io avatar

      argilla-io/distilabel

      3,277View on GitHub↗

      Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verified research papers.

      Python
      View on GitHub↗3,277
    • 599yongyang/datasetloom599yongyang avatar

      599yongyang/DatasetLoom

      298View on GitHub↗

      一个面向多模态大模型训练的智能数据集构建与评估平台

      TypeScript
      View on GitHub↗298
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    Frequently asked questions

    What does huggingface/datatrove do?

    Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.

    What are the main features of huggingface/datatrove?

    The main features of huggingface/datatrove are: Data Curation and Filtering, Data Pipelines, Data Processing, Data Processing Tools.

    Which projects share features with huggingface/datatrove?

    Projects with overlapping indexed features include: minishlab/semhash — Fast Multimodal Semantic Deduplication & Filtering. jpmens/jo — Jo is a command-line utility designed to construct and manipulate JSON objects and arrays directly from shell… catchthetornado/pdf-extract-api — Document (PDF, Word, PPTX ...) extraction and parse API using state of the art modern OCRs + Ollama supported models.… allenai/olmocr — Olmocr is a distributed document processing framework designed to convert PDF and image files into structured… bytedance/dolphin — Dolphin is a multimodal layout analyzer and image-to-structure converter that transforms photographed or digital… 599yongyang/datasetloom — 一个面向多模态大模型训练的智能数据集构建与评估平台.