BERT Encoder Training & Inference Tutorial | PyTorch Implementation
Автор: Neural alchemy
Загружено: 2025-11-19
Просмотров: 105
This video wraps up the final part of our encoder implementation, covering both training and inference.
We build the full training loop including train_epoch, eval_epoch, and a predict function—and then run sentiment predictions to validate the model.
here is the google colab code link you can directly run:
https://colab.research.google.com/dri...
For the complete series, check out the full playlist:
• BERT style Encoder using pytorch (step by ...
⏱️ Video Chapters
00:00 – Introduction
00:23 – Defining the model for training
09:00 – Implementing the training epoch function
23:10 – Implementing the evaluation epoch function
29:40 – Training the model
36:20 – Inference preprocessing pipeline
42:50 – Creating the prediction function
48:00 – Running and refining predictions
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