The Databricks LLM apparently cost $10M to train, which is a price I have seen given for a GPT-3.5 class model multiple times. Given that pricing, training your own corporate model versus open source needs to deliver a lot of benefit. I haven't seen evidence for that value, yet.
Databricks LLM Training Cost: Enterprise Model ROI Analysis
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