Generate Blog Posts with GPT2 and Hugging Face Transformers - AI Text Generation GPT2-Large
Overview
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Learn how to generate blog posts using GPT2 and Hugging Face Transformers in this comprehensive tutorial video. Discover the power of AI text generation as you explore the process of setting up Hugging Face Transformers, loading the GPT2-Large model and tokenizer, encoding text into token format, generating text using the GPT2 model, and decoding output to create blog posts. Follow along step-by-step to implement this technique for various writing tasks, including emails, poems, and code. Gain practical skills in Python programming and AI text generation, with detailed explanations on tokenizing sentences, generating text, and outputting results to text files. By the end of this tutorial, you'll be equipped to leverage GPT2's capabilities to streamline your writing process and create engaging content effortlessly.
Syllabus
- Start
- Installing Hugging Face Transformers with Python
- Importing GPT2
- Loading the GPT2-Large Model and Tokenizer
- Tokenizing Sentences for AI Text Generation
- Generating Text using GPT2-Large
- Decoding Generated Text
- Outputting Results to .txt files
- Generating Longer Blog Posts
Taught by
Nicholas Renotte