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Sunday, 6 August 2023

[FREE WEBINAR] What to keep in mind while creating successful LLM applications?

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LIVE WEBINAR TIMEZONE_BLOCK
 
Hosted by: Ashish Kumar - Chief Data Scientist, Indium Software
 
What to keep in mind while creating successful LLM applications?
 
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Hi Suyog Ahuja
 
We would like to invite you to a FREE Webinar session on the topic What to keep in mind while creating successful LLM applications?
 
About Webinar: In this webinar, we want to share our learnings (challenges and ways to overcome them) on building successful (deployed and being used in production) ...more
 
Yes! Save My Spot Now
 
During this FREE Webinar, our expert(s) will discuss:
 
  • Prevalent & most feasible use cases of LLMs (across industries )
  • Secret sauce behind LLM's power - A brief intro to Transformers, Seq2Seq, Encoder-Decoder architectures
  • Most common approaches to fine tune LLMs - fine-tuning/training, distilation, prompt tuning
  • Most noticeable LLMs and their features - GPT, LLama, PaLM, Alpaca etc. Open source vs proprietary, RLHF
  • Reference stack/architecture for a LLM application - LangChain or No ?
  • Common challenges while building LLM applications - reproducibility of output/prompts, high cost of training due to /token costs
  • Predominant LLM solution templates - talk to your PDF (extraction + vector db + LLM based generation), talk to your database ( agents and tools), Automating concierge tasks like booking tickets, writing and sending newsletters
  • Two use cases that Indium solved: extractive and generative approaches comparison
 
 
 
Speaker Details:
 
 
 
 
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Ashish Kumar
Chief Data Scientist, Indium Software
 
Book Your Seat
 
 
 
 
Warm Regards,
Team TechGig
 
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