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unitaryai avatar

unitaryai/detoxify

0
View on GitHub↗
1,259 stars·141 forks·Python·Apache-2.0·3 viewswww.unitary.ai↗

Detoxify

Updated the multilingual model weights used by Detoxify with a model trained on the translated data from the 2nd Jigsaw challenge (as well as the 1st). This model has also been trained to minimise bias and now returns the same categories as the unbiased model. New best AUC score on the test set:…

Features

  • Moderation APIs - Detects toxic content using pre-trained transformer models.
  • Natural Language Processing - Models for predicting toxicity in text comments.
  • Guardrails and AI Safety - Listed in the “Guardrails and AI Safety” section of the The Incredible Pytorch awesome list.

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Open-source alternatives to Detoxify

Similar open-source projects, ranked by how many features they share with Detoxify.
  • openai/moderation-api-releaseopenai avatar

    openai/moderation-api-release

    161View on GitHub↗

    The evaluation dataset data/samples-1680.jsonl.gz is the test set used in the following paper:

    View on GitHub↗161
  • 7compass/sentimental7compass avatar

    7compass/sentimental

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    Simple sentiment analysis with Ruby

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    View on GitHub↗465
  • a2800276/portera2800276 avatar

    a2800276/porter

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    porter stemmer

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    View on GitHub↗13
  • 2shou/textgrocery2shou avatar

    2shou/TextGrocery

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    A simple short-text classification tool based on LibLinear

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See all 30 alternatives to Detoxify→

Frequently asked questions

What does unitaryai/detoxify do?

Updated the multilingual model weights used by Detoxify with a model trained on the translated data from the 2nd Jigsaw challenge (as well as the 1st). This model has also been trained to minimise bias and now returns the same categories as the unbiased model. New best AUC score on the test set:…

What are the main features of unitaryai/detoxify?

The main features of unitaryai/detoxify are: Moderation APIs, Natural Language Processing, Guardrails and AI Safety.

What are some open-source alternatives to unitaryai/detoxify?

Open-source alternatives to unitaryai/detoxify include: openai/moderation-api-release — The evaluation dataset data/samples-1680.jsonl.gz is the test set used in the following paper:. 7compass/sentimental — Simple sentiment analysis with Ruby. a2800276/porter — porter stemmer. abadojack/whatlanggo — Natural language detection library for Go. abitdodgy/gibran — Gibran is an Elixir natural language processor, and a port of WordsCounted. 2shou/textgrocery — A simple short-text classification tool based on LibLinear.