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You're reading from  Generative AI with LangChain

Product typeBook
Published inDec 2023
PublisherPackt
ISBN-139781835083468
Edition1st Edition
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Author (1)
Ben Auffarth
Ben Auffarth
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Ben Auffarth

Ben Auffarth is a full-stack data scientist with more than 15 years of work experience. With a background and Ph.D. in computational and cognitive neuroscience, he has designed and conducted wet lab experiments on cell cultures, analyzed experiments with terabytes of data, run brain models on IBM supercomputers with up to 64k cores, built production systems processing hundreds and thousands of transactions per day, and trained language models on a large corpus of text documents. He co-founded and is the former president of Data Science Speakers, London.
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Questions

I think it’s a good habit to check that you’ve digested the material when reading a technical book. For this purpose, I’ve created a few questions relating to the content of this chapter. Let’s see if you can answer them:

  1. What is a generative model?
  2. Which applications exist for generative models?
  3. What is an LLM and what does it do?
  4. How can we get better performance from LLMs?
  5. What are the conditions that make these models possible?
  6. Which companies and organizations are the big players in developing LLMs?
  7. What is a transformer and what does it consist of?
  8. What does GPT stand for?
  9. How does Stable Diffusion work?
  10. What is a VAE?

If you struggle to answer these questions, please refer to the corresponding sections in this chapter to ensure that you’ve understood the material.

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Author (1)

author image
Ben Auffarth

Ben Auffarth is a full-stack data scientist with more than 15 years of work experience. With a background and Ph.D. in computational and cognitive neuroscience, he has designed and conducted wet lab experiments on cell cultures, analyzed experiments with terabytes of data, run brain models on IBM supercomputers with up to 64k cores, built production systems processing hundreds and thousands of transactions per day, and trained language models on a large corpus of text documents. He co-founded and is the former president of Data Science Speakers, London.
Read more about Ben Auffarth