this post was submitted on 09 Nov 2023
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ChatGPT is so far ahead and so advanced that:
- No model is even close to its quality
- Even if it it was released to the public, you would need so beefy machines to run it it makes no sense
We got to wait for some kind of breakthrough that would allow running high quality open source models locally.
Considering the cost of hosting anything, even if it was host on a PC at your place, the electricity bill alone would be higher than the ChatGPT API cost.
I can run VMWare's Open LLama 7B v2 Open Instruct on my laptop comfortably (though I have 64GB ram and 16GB VRAM) and my sense is that's it's probably somewhere between GPT2 and GPT3 in inference quality. It is, however, very slow. Even with my comparatively strong hardware, it's slow enough that I wouldn't want to use it in an interactive context (though it may be useful for background processing)
This is the correct answer. Unfortunately it's not the answer many people want to hear, and a lot of people end up going with some grifter scheme that sells snake oil. The gen AI space is currently 99.5% grift and 0.5% legitimate business.