Re:Ask HN: How do I train a custom LLM/ChatGPT on my own doc...
by kirdiekirdie on Friday July 28, 2023 @03:47AM
(#36904073)
How do you finetune a dataset on LLaMA2-7b with an A10 with 24 GB?
I thought you need to load the dataset 4 times for training, so with 16 bit weights this would be 7 * 10^9 * 2 bytes * 4 = 56 GB GPU RAM.
Have you found a way to train with 4 bit weights?
And would a single textbook be enough text for a meaningful finetuning?
I am worried that a model that is trained on billions of documents will not adapt strongly enough to a comparatively small document.
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