Shypd.aiThe largest open index of AI toolstensorflow-nlp-tutorial is an Open Source Deep Learning NLP repository that provides tutorials for text preprocessing, topic models, BERT, GPT, and LLM downstream tasks using TensorFlow. It includes practical examples and Colab links for hands-on learning.
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tensorflow-nlp-tutorial is an open-source Deep Learning NLP repository built on TensorFlow 2.0+. It offers a comprehensive collection of tutorials covering various aspects of Natural Language Processing, from fundamental text preprocessing techniques to advanced models like Topic Models, BERT, GPT, and Large Language Models (LLMs). The repository details downstream tasks for these modern models, providing practical examples for students and developers. Each tutorial file includes a Colab link, enabling users to practice directly in a browser without needing a local Python installation. The content is based on an extensive 1,200-page e-Book, ensuring a strong theoretical foundation alongside practical application. Updates include recent additions for RAG, LLM, and VLM fine-tuning.
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