Let’s fine-tune a Transformers models in TensorFlow, using Keras.
This video is part of the Hugging Face course: http://huggingface.co/course
Open in colab to run the code samples:
https://colab.research.google.com/github/huggingface/notebooks/blob/master/course/videos/tensorflow_finetuning.ipynb
Related videos:
– What is transfer learning: https://youtu.be/BqqfQnyjmgg
– What is inside the pipeline function: https://youtu.be/wVN12smEvqg
– The tokenization pipeline: https://youtu.be/Yffk5aydLzg
– Datasets overview: https://youtu.be/W_gMJF0xomE
– Introduction to Keras: https://youtu.be/rnTGBy2ax1c
– Learning Rate Scheduling in TensorFlow: https://youtu.be/eKv4rRcCNX0
– Prediction and metrics: https://youtu.be/nx10eh4CoOs
Have a question? Checkout the forums: https://discuss.huggingface.co/c/course/20
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