An Introduction to Hugging Face Transformers pipeline through animations and data-flows

Опубликовано: 24 Август 2022
на канале: 650 AI Lab

2,315

If you want to know how Hugging Face provides resources for AI training, model tuning and inference and does all with supersonic speed, this video is for you. If you are new to Hugging Face, this video is enough motivation for you to hop on Hugging Face eco-system and get yourself started...

GitHub Resources:
https://github.com/prodramp/DeepWorks/
https://github.com/huggingface/transf...

▬▬▬▬▬▬ ⏰ TUTORIAL TIME STAMPS ⏰ ▬▬▬▬▬▬
(00:00) Video Starts
(00:55) Hugging Face Eco-system
(04:17) Hugging Face Pipeline Tasks
(06:30) Creating Pipeline with Tasks
(08:30) HF Models Hub
(10:20) HF Spaces
(11:10) HF Space Demo
(12:07) Pipeline Code Samples

Connect
------------------
Prodramp By Avkash (@prodramp)
Website - https://prodramp.com
LinkedIn -   / prodramp
GitHub- https://github.com/prodramp/
AngelList - https://angel.co/company/prodramp
Facebook -   / prodramp

Content Creator: Avkash Chauhan (@avkashchauhan)
  / avkashchauhan
  / avkashchauhan

Tags:
#huggingface #pytorch #tensorflow #lime #aicloud #h2oai #driverlessai #machinelearning #cloud #mlops #model #collaboration #deeplearning #modelserving #modeldeployment #pytorch #datarobot #datahub #streamlit #modeltesting #codeartifact #dataartifact #modelartifact #onnx #aws #kaggle #mapbox #lightgbm #xgboost #classification #dataengineering #pandas #keras #tensorflow #tensorboard #cnn #prodramp #avkashchauhan