Machine Learning Archives - Software Engineering Daily cover image

Machine Learning Archives - Software Engineering Daily

Hugging Face with Sayak Paul

Dec 5, 2023
Sayak Paul, Machine Learning Engineer at Hugging Face and a Google Developer Expert, discusses diffusion model training, transformer-based architecture, importance of open-source contributions, testing engineering candidates, advantages of diffusion models over GANs, applications of the diffusers model library, and day-to-day work on the diffusers library.
46:54

Episode guests

Podcast summary created with Snipd AI

Quick takeaways

  • Diffusion models offer more control and flexibility compared to GANs, but are slower in inference.
  • Contributing to open source projects helps improve skills, gain feedback, and showcase abilities to potential employers.

Deep dives

Introduction to Hugging Face and ML Platforms

Hugging Face is a prominent ML platform used for developing and disseminating state-of-the-art ML models. It serves as a central hub for researchers and developers. Syak Paul, a machine learning engineer at Hugging Face, discusses his journey into the ML field and highlights the importance of ML in engineering and research.

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