DataTalks.Club

LLMs for Everyone - Meryem Arik

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We talked about:


  • Meryam's background
  • The constant evolution of startups
  • How Meryam became interested in LLMs
  • What is an LLM (generative vs non-generative models)?
  • Why LLMs are important
  • Open source models vs API models
  • What TitanML does
  • How fine-tuning a model helps in LLM use cases
  • Fine-tuning generative models
  • How generative models change the landscape of human work
  • How to adjust models over time
  • Vector databases and LLMs
  • How to choose an open source LLM or an API
  • Measuring input data quality
  • Meryam's resource recommendations


    • Links:

    • Website: https://www.titanml.co/
    • Beta docs: https://titanml.gitbook.io/iris-documentation/overview/guide-to-titanml...
    • Using llama2.0 in TitanML Blog: https://medium.com/@TitanML/the-easiest-way-to-fine-tune-and-inference-llama-2-0-8d8900a57d57
    • Discord: https://discord.gg/83RmHTjZgf
    • Meryem LinkedIn: https://www.linkedin.com/in/meryemarik/


      • Free MLOps course: https://github.com/DataTalksClub/mlops-zoomcamp
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