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HuggingFace Crash Course - Sentiment Analysis Model Hub Fine Tuning

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Patrick Loeber

In this video I show you everything to get started with Huggingface and the Transformers library. We build a sentiment analysis pipeline, I show you the Model Hub, and how you can fine tune your own models.

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The Huggingface transformers library is probably the most popular NLP library in Python right now, and can be combined directly with PyTorch or TensorFlow. It provides stateoftheart Natural Language Processing models and has a very clean API that makes it extremely simple to implement powerful NLP pipelines.

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https://huggingface.co/models
https://huggingface.co/transformers/c...

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Timeline:
00:00 Introduction
00:43 Pipeline
09:19 Model And Tokenizer
15:20 PyTorch classification
21:55 Saving And Loading
23:33 Model Hub
31:30 Fine Tuning


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posted by viznom59