Skip to main content

Large Language Models

  • Chapter
  • First Online:
Transforming Conversational AI
  • 858 Accesses

Abstract

In Chapter 3, we explored the architecture of neural conversational systems. In this chapter, we explore Large Language Models (LLMs) which are used in this architecture to process the user’s inputs and generate responses by the system.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 34.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 44.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Notes

  1. 1.

    For more discussion, see the paper Choosing the right language model for your NLP use case,https://towardsdatascience.com/choosing-the-right-language-model-for-your-nlp-use-case-1288ef3c4929

  2. 2.

    www.makeuseof.com/gpt-models-explained-and-compared/

  3. 3.

    Based on Julien Simon, Large Language Models: A New Moore’s Law? https://huggingface.co/blog/large-language-models

  4. 4.

    For further details, see the paper Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond, https://arxiv.org/abs/2304.13712

  5. 5.

    https://huggingface.co/

  6. 6.

    https://pytorch.org/

  7. 7.

    https://deeppavlov.ai/research/tpost/hcbv3pl5l1-how-good-is-chatgpt-on-qa-tasks

  8. 8.

    www.bloomberg.com/company/press/bloomberggpt-50-billion-parameter-llm-tuned-finance/

  9. 9.

    https://github.com/facebookresearch/faiss

  10. 10.

    www.pinecone.io/

  11. 11.

    www.langchain.com/

  12. 12.

    https://openai.com/blog/chatgpt

  13. 13.

    https://platform.openai.com/docs/guides/moderation/overview

  14. 14.

    https://openai.com/blog/chatgpt-plugins

  15. 15.

    https://github.com/openai/plugins-quickstart

  16. 16.

    https://support.opentable.com/s/article/OpenTable-and-ChatGPT-integration

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

Copyright information

© 2024 The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

McTear, M., Ashurkina, M. (2024). Large Language Models. In: Transforming Conversational AI. Apress, Berkeley, CA. https://doi.org/10.1007/979-8-8688-0110-5_4

Download citation

Publish with us

Policies and ethics