Build a Small Language Model (SLM) From Scratch
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Published on 12/14/25 / In
How-to & Learning
In this video, Dr. Raj Dandekar (MIT PhD) teaches you how to build a production level SLM entirely from scratch.
You will learn the following:
(1) Creating the dataset
(2) Tokenizing the dataset
(3) Creating input-target pairs
(4) Creating the entire SLM architecture
(5) Setup the SLM for pre-training
(6) Pre-training the SLM
(7) Inference
Google Colab Notebook: https://colab.research.google.....com/drive/1k4G3G5MxY
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Generative AI