How to fine tune Falcon LLM on custom dataset | Falcon 7B fine tune tutorial | Google Colab
Learn to fine tune Falcon LLM on your custom dataset on Google Colab.
#falcon #llm #falcon7b
You will learn the following things:
(1) prepare the dataset
(2) build model and tokenizer
(3) fine tune the model
(4) save the model
(5) inference the model
Chapters:
00:00 Intro
00:26 Thanks giving
02:05 Setup
02:40 Prepare the dataset
05:35 Prepare the model
09:25 Fine tune the model
11:20 Save the model
11:40 Inference the model
15:00 Take away
Falcon 7B - https://huggingface.co/tiiuae/falcon-7b
Sharded Falcon 7B - https://huggingface.co/ybelkada/falco...
Background of the thumbnail - https://unsplash.com/@hassaanhre?utm_...
Falcon image - https://pixabay.com/photos/falcon-app...
You can contact me on my Discord channel for any queries following the tutorial.
Discord - / discord
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Peace.