Building a FLAN-T5 XL Model GUI with Gradio in Google Colab - A Step-by-Step Tutorial
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Overview
Learn to build a Gradio graphical user interface for the FLAN-T5-XL language model in this 12-minute tutorial video that demonstrates implementation on a free Google Colab notebook. Master the process of creating a ChatGPT-like interface capable of essay writing, text summarization, and language translation using Google's free and open-source FLAN-T5 model. Follow along with practical code examples showing how to run the model efficiently on basic CPU hardware with just 2 cores and partial T4 GPU resources. Explore the complete workflow from initial demo and prompt examples to GUI implementation in Jupyter Notebook, system parameter optimization, slider input integration, and final deployment on Huggingface Spaces. Access pre-trained model checkpoints directly from HuggingFace and implement a powerful natural language processing solution without the constraints of proprietary systems like OpenAI's ChatGPT.
Syllabus
DEMO of Flan-T5-XL with Gradio GUI
Prompt example for Flan-T5-XL
Code GUI in Jupyter NB
Tune system parameters
GUI code for slider input
Host on Huggingface Spaces
Taught by
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