Fine tune custom model with Hugging Face auto train

Опубликовано: 31 Январь 2024
на канале: Super Lazy Coder
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AutoTrain is an automatic way to train and deploy state-of-the-art Machine Learning models, seamlessly integrated with the Hugging Face ecosystem.

In this video we will see how we can fine tune a model with relationship sentiment data and also deploy it with Gradio with a cool user inter face.

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0:00 Introduction
0:57 What is Auto Train
1:29 Creating Auto Train Space
3:26 Setting up training parameters
6:02 Providing training data
8:37 Modifying precision parameter
9:47 Training starts
10:11 Debugging logs
12:57 Training started successfully
13:47 Autotrain-advanced python library
16:04 Model training completes
16:58 Testing model
18:50 Deploying model with Gradio
22:25 Testing model with Gradio
23:54 Conclusion
24:16 Like Share and Subscribe

Hugging Face link - https://huggingface.co/
Autotrain Advanced - https://github.com/huggingface/autotr...
Google collab link - https://colab.research.google.com/git...
My Hugging face profile - https://huggingface.co/superlazycoder