World Model · podcast knowledge graph

BloombergGPT - an LLM for Finance with David Rosenberg - #639

2023-07-24 · 37 min · episode 639 · 14 entities

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Entities found in this episode

concepts 6

  • mentioned Science concept
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    Feed category: Science
  • mentioned Tech News concept
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  • discusses Science concept
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  • discusses News concept
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    Feed category: News
  • discusses Tech News concept
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    Feed category: Tech News
  • mentioned LLM concept
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    LLM

companys 4

  • mentioned TWIML company
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    Feed author/publisher: TWIML
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    Feed category: Technology
  • discusses Technology company
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    Feed category: Technology
  • hosted by TWIML company
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    Feed author/publisher: TWIML

persons 3

  • mentioned David Rosenberg person
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    BloombergGPT - an LLM for Finance with David Rosenberg - #639
  • mentioned Sam Charrington person
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    Feed author/publisher: Sam Charrington
  • hosted by Sam Charrington person
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    Feed author/publisher: Sam Charrington

podcasts 1

Episode description as stored
Today we’re joined by David Rosenberg, head of the machine learning strategy team in the Office of the CTO at Bloomberg. In our conversation with David, we discuss the creation of BloombergGPT, a custom-built LLM focused on financial applications. We explore the model’s architecture, validation process, benchmarks, and its distinction from other language models. David also discussed the evaluation process, performance comparisons, progress, and the future directions of the model. Finally, we discuss the ethical considerations that come with building these types of models, and how they've approached dealing with these issues. The complete show notes for this episode can be found at twimlai.com/go/639