The estimated training cost for GPT-4 is around $63 million. While more experts could improve model performance, OpenAI chose to use 16 experts due to the challenges of generalization and convergence. GPT-4's inference cost is three times that of its predecessor, DaVinci, mainly due to the larger clusters needed and lower utilization rates.

Winner: GPT-4 Reason: GPT-4o hallucinated the answer. 3/ Language Processing. Prompt: You'll be given a text. Your task is to replace every 3rd word in that text with the closest synonym. Respond only with a new text.

GPT-4 Turbo (gpt-4-1106-preview) API: Gave correct answers to all 18/18 multiple choice questions! Just the questions, no previous information, gave correct answers: 4+4+3+5=16/18. Consistently acknowledged all data input with "OK". Followed instructions to answer with just a single letter or more than just a single letter.

May 20, 2023 · GPT-3.5 more easily runs out of tokens, so once you got past the 3k context window, it forgot what you were talking about. GPT-4 is a LOT better in terms of context, etc., and it also creates longer responses, so you're less likely to stop in the middle.

Dec 30, 2023 · The other models you mention, 16k and 32k (they don’t say explicitly), are most likely the same, and the 32k GPT-4 is actually deprecated and will stop working in a few months. GPT-4 Turbo(New) The latest GPT-4 model with improved instruction following, JSON mode, reproducible outputs, parallel function calling, and more.

Mar 14, 2023 · GPT-4 can solve difficult problems with greater accuracy, thanks to its broader general knowledge and problem-solving abilities. GPT-4 is more reliable, creative, and able to handle much more nuanced instructions than GPT-3.5. It surpasses ChatGPT in its advanced reasoning capabilities. GPT-4 is safer and more aligned.

Mar 23, 2023 · GPT 4: Climet Chaynge Climet chaynge is wen the erth gets hoter or colder. It is becuz peple use cars and faktries that make smoke. The smoke gos up to the sky and make the erth warm. It is not good for animuls and plants. The poler bears are sad becuz the ice is melting. They have no were to live. The pengwins are sad too. I wish I cud help them.

Mar 31, 2023 · To control the flow I often use (verbal) code-like loops with conditions, and GPT-4 follows this algorithm perfectly while GPT-3.5 is floundering. Funnily enough though, GPT-4, while finding no errors, helped me reformulate the algorithm in such a way that GPT 3.5 performs a little better (which I need, because of the mess limit on GPT-4 ...

Mar 18, 2023 · GPT-4 tokens are significantly more expensive than GPT-3.5 tokens, but it still not that expensive, maybe 3-4 cents per request. If 25 per three hours is mostly enough but you don’t want to be stuck if you really do need more, paying for a few GPT-4 requests now and then shouldn’t be too bad.

Mar 12, 2024 · I’m not sure about “culture hacking” or “writing the future” but practically speaking, a multiple GPT-4 instance conensus model with various instances running prompt variations, chain of thought reasoning + whatever other trick they have would be a huge advantage internally for development, and cost them nothing relative to customers and everything else.