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Workflows distribuídos de AI com Elixir e Livebook
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Hugo Baraúna
September 28, 2024
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Workflows distribuídos de AI com Elixir e Livebook
Hugo Baraúna
September 28, 2024
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Transcript
Work fl ows Distribuídos de IA com Elixir e Livebook
By Hugo Baraúna (@hugobarauna)
Functional Concurrent Distributed {
livebook-dev/livebook
Work fl ows Fine tuning de um modelo 1 Inferência
usando um modelo 2
None
“Quantas dessas 1,500,000 patentes tem relevância pra gente”
“Temos um dataset de 8,000 patentes marcadas como relevantes ou
não”
Solução Treinar um modelo classi fi cador de patentes relevantes
para o cliente
Hugo Baraúna @hugobarauna Dev advocate @ Livebook 🥑 Eng. Computação
- Poli USP 💻 Co-fundador @ Plataformatec 🖇
Live coding
Próximos passos
Install Livebook https://livebook.dev
Livebook Neural Network Smart cells https://livebook.dev
AI GPU Clusters com Livebook & Fly.io https:// fl y.io/blog/ai-gpu-clusters-from-your-laptop-livebook/
Case de AI com Elixir https://youtu.be/5FlZHkc4Mq4
Livro sobre Machine Learning em Elixir https://pragprog.com/titles/smelixir/machine-learning-in-elixir/
Código das demos https://github.com/hugobarauna/livebook-notebooks/tree/main/sorry-dave
obrigado livebook-dev/livebook livebook.dev @livebookdev @hugobarauna