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README.md

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-license: cc-by-nc-nd-4.0
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+---
+license: cc-by-nc-nd-4.0
+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. The
+    AI-powered search bar feature was first introduced in WhatsApp beta for
+    Android 2.24.7.14 update. It allows users to use the search engine to ask
+    queries. The feature is mainly being tested out in certain regions such as
+    India and Africa and is expected to go global soon. Now, the company is
+    experimenting with putting Meta AI in the Instagram search bar. You can use
+    it to either chat with AI or to look up content.
+  example_title: 1st - Meta News
+---
+
+
+# Text Rewriter Paraphraser
+
+This repository contains a fine-tuned text-rewriting model based on the T5 Base architecture 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.)