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@possible-worlds-research

Possible Worlds Research

We research algorithms for energy-efficient AI.

Possible World Research is dedicated to researching and developing tiny AI models in the area of Natural Language Processing. Why tiny? Because we believe that tomorrow's technology should not pollute our beautiful planet. Also because small models can be used by everybody, irrespective of their financial resources. All our code is tested on consumer hardware: typically, home laptops and single board computers. No GPUs involved.

Developing tiny models means creating more intelligent algorithms. For any given task, a model that achieves high performance with fewer resources is arguably more intelligent. We believe that simulating human faculties in machines requires a good understanding of different scientific fields, including linguistics, psychology, and of course computer science. We welcome contributions that demonstrate some curiosity about the human mind.

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  1. wikinlp wikinlp Public

    A package to download and preprocess a Wikipedia dump, in any language.

    Python 9

  2. pretrained-tokenizers pretrained-tokenizers Public

    Multingual pretrained Sentencepiece tokenizers, obtained through wikiloader.

    1

Repositories

Showing 8 of 8 repositories
  • care-tuning Public

    The official repository for the Care Tuning project, which aims at fine-tuning small language models with curated and structured data.

    possible-worlds-research/care-tuning’s past year of commit activity
    Python 0 AGPL-3.0 0 0 0 Updated Jun 27, 2024
  • wikinlp Public

    A package to download and preprocess a Wikipedia dump, in any language.

    possible-worlds-research/wikinlp’s past year of commit activity
    Python 9 AGPL-3.0 0 0 0 Updated Jun 11, 2024
  • AI-buster Public

    Some scripts to demonstrate the instability of Transformers / LLMs.

    possible-worlds-research/AI-buster’s past year of commit activity
    Python 0 1 0 0 Updated Apr 17, 2024
  • pretrained-tokenizers Public

    Multingual pretrained Sentencepiece tokenizers, obtained through wikiloader.

    possible-worlds-research/pretrained-tokenizers’s past year of commit activity
    1 0 0 0 Updated Apr 3, 2024
  • .github Public

    The README for the organization.

    possible-worlds-research/.github’s past year of commit activity
    0 0 0 0 Updated Jan 21, 2024
  • common-crawl-processor Public

    Code to process Common Crawl dumps

    possible-worlds-research/common-crawl-processor’s past year of commit activity
    Python 0 GPL-3.0 1 1 0 Updated Jan 21, 2024
  • possible-worlds-research/possible-worlds-research.github.io’s past year of commit activity
    SCSS 0 MIT 0 0 0 Updated Jan 10, 2024
  • possible-worlds-research/ontoloader’s past year of commit activity
    Python 0 AGPL-3.0 0 0 0 Updated Dec 26, 2023

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