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Introducing ChatGPT and Whisper APIs

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Re: Introducing ChatGPT and Whisper APIs

#41
post #25

> It is priced at $0.002 per 1k tokens, which is 10x cheaper than our existing GPT-3.5 models. This is a massive, massive deal. For context, the reason GPT-3 apps took off over the past few months before ChatGPT went viral is because a) text-davinci-003 was released and was a significant performance increase and b) the cost was cut from $0.06/1k tokens to $0.02/1k tokens, which made consumer applications feasible wit…

ChatGPT runs a highly fine tuned (and pruned) version of `text-davinci-003` so it's probably much much smaller and thus cheaper than 003. Possibly as cheap as 10x less or as much as the `text-davinci-002` or earlier models anyway.

How do you know it's pruned?

Re: Introducing ChatGPT and Whisper APIs

#42
post #33

Earlier quoted context omitted.

> I have no idea how OpenAI can make money on this. This has to be a loss-leader to lock out competitors before they even get off the ground. The worst thing that can happen to OpenAI+ChatGPT right now is what happened to DallE 2, a competitor comes up with an alternative (even worse if it's free/open like Stable Diffusion) and completely undercuts them. Especially with Meta's new Llama models outperforming GPT-3, it…

I thought it was Midjourney who stole their thunder. Stable Diffusion is free but it's much harder to get good results with it. Midjourney on the other hand spits out art with a very satisfying style.

You are like 2 months out of date. Stable diffusion now has a massive ecosystem around it (civitai/automatic1111), that when used well, completely crushes any competitors in terms of the images it produces.

Midjourney is still competitive, but mostly because its easier to use.

Dalle2 will get you laughed out of the room in any ai art discussion.

Re: Introducing ChatGPT and Whisper APIs

#43

Earlier quoted context omitted.

Bound to happen, so establish yourself as deeply as possible as quickly as possible. Once folks are hooked up to these APIs, there's a cost and friction to switching. This just feels like a land grab that OpenAI is trying to take advantage of by moving quickly.

Is there though? It's just a matter of swapping out $BASE_API_URL.

You have to rebuild all your prompts when switching providers.

Re: Introducing ChatGPT and Whisper APIs

#44
Does ChatGPT yet have a debug function to Show Its Work so to speak? I think this will be important in the future when it gets itself into drama, trouble, etc.. Probably also useful to prove how ChatGPT created something rather than being known as an opaque box.

Re: Introducing ChatGPT and Whisper APIs

#45
post #17

You can run Whisper in WASM (locally) so no need to pay for the API, plus the bandwidth. It actually works surprisingly well: https://github.com/ggerganov/whisper.cpp

This looks like C++ rather than WASM. Am I misunderstanding something?

Maybe they meant to link to something like this:

https://github.com/ggerganov/whisper.cpp/pull/540

Web demo:

https://whisper.ggerganov.com/

Re: Introducing ChatGPT and Whisper APIs

#47

> It is priced at $0.002 per 1k tokens, which is 10x cheaper than our existing GPT-3.5 models. This is a massive, massive deal. For context, the reason GPT-3 apps took off over the past few months before ChatGPT went viral is because a) text-davinci-003 was released and was a significant performance increase and b) the cost was cut from $0.06/1k tokens to $0.02/1k tokens, which made consumer applications feasible wit…

It is so massive that I can't help but think about what happened with Google Maps API a few years ago where they had extremely low pricing for years then hiked the price by 1400% once enough people were locked into applications based on that API.

Re: Introducing ChatGPT and Whisper APIs

#48

> It is priced at $0.002 per 1k tokens, which is 10x cheaper than our existing GPT-3.5 models. This is a massive, massive deal. For context, the reason GPT-3 apps took off over the past few months before ChatGPT went viral is because a) text-davinci-003 was released and was a significant performance increase and b) the cost was cut from $0.06/1k tokens to $0.02/1k tokens, which made consumer applications feasible wit…

Losing money to lock out competition has been something Microsoft has been very good at, historically

Re: Introducing ChatGPT and Whisper APIs

#49

> It is priced at $0.002 per 1k tokens, which is 10x cheaper than our existing GPT-3.5 models. This is a massive, massive deal. For context, the reason GPT-3 apps took off over the past few months before ChatGPT went viral is because a) text-davinci-003 was released and was a significant performance increase and b) the cost was cut from $0.06/1k tokens to $0.02/1k tokens, which made consumer applications feasible wit…

To be fair, cost is the only thing that is prohibiting applications to adapt GPT. Even when GPT-3 was cut to $0.02/1k tokens, still it wasn't economical to use the tech in daily basis without a significant cost. i.e. would you add $10 extra a month for a user using your app with GPT-3 capability? Some do, mainly content generation, but majority won't.

Seems like we're going to have a vast among of Chat-GTP backed application coming out in the coming short period of time

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