natural language processing – Page 12

What I Read: Offline RL, Large Language Models

By Andrew Fairless on February 21, 2023December 16, 2022

https://sergeylevine.substack.com/p/offline-rl-and-large-language-models Offline RL and Large Language ModelsSergey LevineDec 4 “What if the purpose of a language model should not be to generate text at all, at least not directly? …Continue readingWhat I Read: Offline RL, Large Language Models

What I Read: Transformers Training

By Andrew Fairless on January 19, 2023December 16, 2022

https://www.borealisai.com/research-blogs/tutorial-17-transformers-iii-training/ Tutorial #17: Transformers III Training08/06/2021P. Xu, S. Prince “…we discuss challenges with transformer training dynamics and introduce some of the tricks that practitioners use to get transformers to converge.”

What I Read: large language model, UX

By Andrew Fairless on January 9, 2023November 5, 2022

https://medium.com/innovationendeavors/the-biggest-bottleneck-for-large-language-model-startups-is-ux-ef4500e4e786 The biggest bottleneck for large language model startups is UXDavis TreybigNov 1 “Applied large language model startups have exploded in the past year…. UX and product design is theContinue readingWhat I Read: large language model, UX

What I Read: Pre-Trained Models, Robotics

By Andrew Fairless on December 21, 2022November 5, 2022

https://sergeylevine.substack.com/p/general-purpose-pre-trained-models General-Purpose Pre-Trained Models in RoboticsCan we (pre-) train policies to control any robot for any task?Sergey LevineOct 16 “In robotics, learning policies from a small amount of data isContinue readingWhat I Read: Pre-Trained Models, Robotics

What I Read: undesired goals

By Andrew Fairless on December 20, 2022November 5, 2022

How undesired goals can arise with correct rewardsRohin Shah, Victoria Krakovna, Vikrant Varma, Zachary KentonOctober 7, 2022 “As we build increasingly advanced artificial intelligence (AI) systems, we want to makeContinue readingWhat I Read: undesired goals

What I Read: Speech Recognition Metrics

By Andrew Fairless on December 12, 2022November 5, 2022

https://www.kdnuggets.com/2022/10/evolution-speech-recognition-metrics.html The Evolution of Speech Recognition MetricsBy Piyush Behre, Principal Applied Scientist at MicrosoftOctober 20, 2022 “As Speech Recognition has become more accurate than ever, scenarios like dictation and meetingContinue readingWhat I Read: Speech Recognition Metrics

What I Read: Illustrated Stable Diffusion

By Andrew Fairless on November 29, 2022October 20, 2022

https://jalammar.github.io/illustrated-stable-diffusion/ The Illustrated Stable DiffusionJay AlammarVisualizing machine learning one concept at a time. “The ability to create striking visuals from text descriptions has a magical quality to it and pointsContinue readingWhat I Read: Illustrated Stable Diffusion

What I Read: Generative AI

By Andrew Fairless on November 17, 2022September 27, 2022

Generative AI: A Creative New World Generative AI: A Creative New WorldBy Sonya Huang, Pat Grady and GPT-3Published September 19, 2022 “The fields that generative AI addresses—knowledge work and creativeContinue readingWhat I Read: Generative AI

What I Read: Productizing Large Language Models

By Andrew Fairless on November 16, 2022September 27, 2022

https://blog.replit.com/llms Productizing Large Language ModelsWed Sep 21 2022by Amjad Masad, Samip Dahal, Luis Héctor Chávez “Large Language Models (LLMs)… can chat, write poetry, write code, and even do basic arithmetic.Continue readingWhat I Read: Productizing Large Language Models

What I Read: Career in NLP

By Andrew Fairless on November 15, 2022September 27, 2022

Growing a Career in NLP with Primer’s Amy Heineike Growing a Career in NLP with Primer’s Amy Heineike11.16.21 “What if all you needed to jumpstart your career passions was…boredom? That’sContinue readingWhat I Read: Career in NLP

Tag: natural language processing