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Ep.5: Pushed to the LLM-it

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Manage episode 430092545 series 3587686
Content provided by Medical Attention. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Medical Attention or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.

In this episode, we discuss more of the technical aspects of LLM implementation in healthcare, including the following topics:

  • Embeddings
  • Retrieval augmented generation (RAG)
  • Fine tuning
  • Low-Rank Adaptation (LoRA)
  • Small models
  • Quantisation
  • Encoder and decoder models
  • Multimodal transformers

Oh my!

Episodes | Twitter | info@medicalattention.ai

  continue reading

6 episodes

Artwork
iconShare
 
Manage episode 430092545 series 3587686
Content provided by Medical Attention. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Medical Attention or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.

In this episode, we discuss more of the technical aspects of LLM implementation in healthcare, including the following topics:

  • Embeddings
  • Retrieval augmented generation (RAG)
  • Fine tuning
  • Low-Rank Adaptation (LoRA)
  • Small models
  • Quantisation
  • Encoder and decoder models
  • Multimodal transformers

Oh my!

Episodes | Twitter | info@medicalattention.ai

  continue reading

6 episodes

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