The Impact of Strategic Fine Tuning on Achieving Peak AI Performance

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  • Опубликовано: 6 фев 2025
  • Senthil Padmanabhan, VP of Platform and Infrastructure at eBay, discusses how eBay’s use of fine-tuning is improving their operational workflows. He explains why fine-tuning existing models can often be more cost-effective than training from scratch, and how methods like low-ranking adaptation (LoRa) are pivotal in improving AI performance.
    Key Takeaways:
    The impact of strategic fine tuning on achieving peak performance
    AI's broader impact on eBay's infrastructure, fraud detection, and customer-facing experiences
    The challenges of tech debt and software upgrades
    Case studies from eBay that illustrate productivity gains via fine-tuning
    Considerations for choosing between open and proprietary AI models
    The importance of data quality over quantity in fine-tuning processes
    Predictions for the future of AI development and fine-tuning techniques
    Check out more episodes of The Brave Technologist podcast here: brave.com/podcast

Комментарии • 4

  • @paulobaptista6026
    @paulobaptista6026 10 дней назад

    Thanks for sharing Senthil Padmanabhan, very insightful

  • @mynamejok5287
    @mynamejok5287 21 день назад

    add side tab like edge when open not open new tab but just in side

  • @loverlover5093
    @loverlover5093 21 день назад

    I have some interesting request and i hope you take it with love :
    1- add functions to tabs so when we need to close the tab but in the same time keep it in the tab menu like Arc browser
    2- can you add also folders as same as Arce and add pin options to it .
    3- also change the users functionality so when we move to the second user don't open new window its keep me in the same window and just change the users .