Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Workflows distribuídos de AI com Elixir e Livebook
Search
Hugo Baraúna
September 28, 2024
Programming
0
110
Workflows distribuídos de AI com Elixir e Livebook
Hugo Baraúna
September 28, 2024
Tweet
Share
More Decks by Hugo Baraúna
See All by Hugo Baraúna
Visão geral sobre Elixir @ Elixir Carajás Meetup
hugobarauna
0
17
The Architecture Behind Deploying Livebook Apps with Livebook Teams
hugobarauna
0
100
A história por trás da criação do Elixir
hugobarauna
0
35
Using Livebook to build and deploy internal tools @ ElixirConf 2024
hugobarauna
0
450
Other Decks in Programming
See All in Programming
状態遷移図を書こう / Sequence Chart vs State Diagram
orgachem
PRO
3
250
レベル1の開発生産性向上に取り組む − 日々の作業の効率化・自動化を通じた改善活動
kesoji
1
350
「App Intent」よくわからんけどすごい!
rinngo0302
1
120
Git Sync を超える!OSS で実現する CDK Pull 型デプロイ / Deploying CDK with PipeCD in Pull-style
tkikuc
4
450
バイブスあるコーディングで ~PHP~ 便利ツールをつくるプラクティス
uzulla
1
260
テスト環境にCDを導入してみた
yasaigaoisi
0
100
脱Riverpod?fqueryで考える、TanStack Queryライクなアーキテクチャの可能性
ostk0069
0
560
AI駆動のマルチエージェントによる業務フロー自動化の設計と実践
h_okkah
0
290
リバースエンジニアリング新時代へ! GhidraとClaude DesktopをMCPで繋ぐ/findy202507
tkmru
4
1.2k
「テストは愚直&&網羅的に書くほどよい」という誤解 / Test Smarter, Not Harder
munetoshi
1
220
Streamlitで実現できるようになったこと、実現してくれたこと
ayumu_yamaguchi
2
210
テスト駆動Kaggle
isax1015
1
870
Featured
See All Featured
Building Applications with DynamoDB
mza
95
6.5k
The Invisible Side of Design
smashingmag
301
51k
jQuery: Nuts, Bolts and Bling
dougneiner
63
7.8k
Gamification - CAS2011
davidbonilla
81
5.4k
Imperfection Machines: The Place of Print at Facebook
scottboms
267
13k
What's in a price? How to price your products and services
michaelherold
246
12k
Practical Tips for Bootstrapping Information Extraction Pipelines
honnibal
PRO
21
1.3k
Dealing with People You Can't Stand - Big Design 2015
cassininazir
367
26k
Distributed Sagas: A Protocol for Coordinating Microservices
caitiem20
331
22k
GitHub's CSS Performance
jonrohan
1031
460k
Exploring the Power of Turbo Streams & Action Cable | RailsConf2023
kevinliebholz
34
5.9k
[RailsConf 2023 Opening Keynote] The Magic of Rails
eileencodes
29
9.6k
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