liuliu.me - 静水铭室 Silent Water and Curved Mountain

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With broader access to Llama, Alpaca, ChatGLM, and Dolly available on ordinary consumer-level hardware, we have entered a new phase where every technology-literate person can access GPT-3 level perplexity language models, which also inherit all the shortcomings of GPT-3 level models. These models hallucinate a lot, lack the knowledge of their more parameter-heavy counterparts, and are not nearly as reliable. However, with the right prompt, they are just effective enough at generating marketing copies, manip

If GPT-4 is more aligned, trained with more data, has less hallucination, and is more knowledgeable, it would perplex me why we would not want to provide as broad access as possible, as soon as possible, and explore as many avenues to achieve that as possible, including releasing weights and model details to many partners or the general public, to ensure timely and broad access with a fairer and more knowledgeable model.

The problem is that we are not in the Pre-GPT3 world, where only select parties had access to models as powerful as GPT-3, while we were making theoretical arguments weighing the downsides versus the upsides. All that stayed in theory a few years ago: how GPT-generated content would affect our content consumption, influence our opinions, search rankings, or be weaponized against individuals to induce anxiety and stress are all happening now. This begs that we release updated technology as soon as possible,

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