Submitted by minimaxir t3_11fbccz in MachineLearning
minimaxir OP t1_jajcf4s wrote
Reply to comment by LetterRip in [D] OpenAI introduces ChatGPT and Whisper APIs (ChatGPT API is 1/10th the cost of GPT-3 API) by minimaxir
It's safe to assume that some of those techniques were already used in previous iterations of GPT-3/ChatGPT.
LetterRip t1_jajezib wrote
June 11, 2020 is the date of the GPT-3 API was introduced. No int4 support and the Ampere architecture with int8 support had only been introduced weeks prior. So the pricing was set based on float16 architecture.
Memory efficient attention is from a few months ago.
ChatGPT was just introduced a few months ago.
The question was 'how OpenAI' could be making a profit, if they were making a profit on GPT-3 2020 pricing; then they should be making 90% more profit per token on the new pricing.
jinnyjuice t1_jalkbvu wrote
How do we know these technical improvements result in 90% extra revenue? I feel I'm missing some link here.
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