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Public repo for HF blog posts
https://hf.co/blog
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Blog proposal: HuggingFace + BentoML #1280

Open parano opened 1 year ago

parano commented 1 year ago

Hi @sayakpaul @osanseviero, here is the outline proposal for the blog we discussed. Let me know what you think!

  1. How HuggingFace eco-system (transformers, diffusers, etc.) helps access state-of-the-art models and simplifies model development
  2. What is BentoML, and how it works with HuggingFace eco-system
  3. Deep dive into DeepFloyd IF and how to scale it to run on multiple GPUs
  4. Discuss BentoML architecture and how it benefits AI practitioners in serving AI models
  5. Showcase more example projects and libraries built with BentoML and HuggingFace eco-system of libraries (e.g., OpenLLM)

Thanks!

sayakpaul commented 1 year ago

I love the outline!

I think if we could keep the blog post short and crisp that would be ideal. Another idea would be to take an example use case and turn the blog post into a tutorial that people can follow and implement.

parano commented 1 year ago

Thanks for the feedback @sayakpaul! We can probably put the main focus of the article on 3. Deep dive into DeepFloyd IF and how to scale it to run on multiple GPUs, making it a tutorial that readers can follow along with and keeping the other parts light and high level. How's that sound?

sayakpaul commented 1 year ago

That sounds good to me. Thanks much!