metadata

license: cc-by-nc-nd-4.0
inference:
  parameters:
    num_beams: 5
    num_beam_groups: 5
    num_return_sequences: 1
    repetition_penalty: 10
    diversity_penalty: 3
    no_repeat_ngram_size: 2
    temperature: 0.8
    max_length: 128
widget:
  - text: >-
      Jumping on the bandwagon in the artificial intelligence race, Meta has
      started rolling out AI chatbot feature for its social networking sites
      WhatsApp and Instagram across India and Africa, India Today reported.
    example_title: 1st - Meta News

Text Rewriter Paraphraser

This repository contains a fine-tuned text-rewriting model based on the T5-Base with 223M parameters.

Key Features:

Fine-tuned on t5-base: Leverages the power of a pre-trained text-to-text transfer model for effective paraphrasing.
Large Dataset (430k examples): Trained on a comprehensive dataset combining three open-source sources and cleaned using various techniques for optimal performance.
High Quality Paraphrases: Generates paraphrases that significantly alter sentence structure while maintaining accuracy and factual correctness.
Non-AI Detectable: Aims to produce paraphrases that appear natural and indistinguishable from human-written text.

Model Performance:

Train Loss: 1.0645
Validation Loss: 0.8761

Getting Started:

(Instructions on how to use the model will be added here. This section may include specific requirements, code examples, or links to documentation.)

Disclaimer:

This model is intended for research and creative writing purposes. It is essential to use the paraphrased text responsibly and ethically, with proper attribution of the original source.

Further Development:

(Mention any ongoing development or areas for future improvement in Discussions.)