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What's something that you were surprised to find out a lot of people hate? (lemm.ee)
submitted 3 years ago* (last edited 3 years ago) by to c/asklemmy@lemmy.ml
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[โ€“] 5 points 3 years ago (8 children)

The lawyer fuck up is what happens when someone doesn't know or understand the limitations of a LLM.

If you want a GPT model tailored and specialized for a specific task, you have to train it with custom data, fine tune it and tweak the model's parameters. You cannot do that from the ChatGPT web/app, you need a custom implementation coded in Python or some other language.

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  • [โ€“] 2 points 3 years ago (2 children)

    There are some uis that allow for fine tuning (assuming you have an extremely high end rig designed for ml). For example ChatGPT alternative and DALLE alternative.

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  • [โ€“] 2 points 3 years ago (1 child)

    Thanks. I have a quite powerful rig, but at the moment I work with OpenAI's API using GPT 3.5 Turbo using a custom (but shitty) Python script with a simple Gradio web interface. However, I mostly stopped improving or updating it months ago. As long as I don't use LlamaIndex, the cost is quite low.

    I already use Stable Diffusion WebUI, tho.

    Also the "fine tuning" I was talking about is this https://platform.openai.com/docs/guides/fine-tuning

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  • [โ€“] 1 point 3 years ago (3 children)

    I'm glad you understand my point. Chatgpt is not Google. It's a language model that will give you something that looks like the thing you asked for it to provide. It can and will pull facts out of its recycle bin if it fits the cadence of what it expects the answer to look like.

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  • [โ€“] 1 point 3 years ago* (2 children)

    ChatGPT is not Google, but sometimes it can work as a glorified search engine or even compete with asking in forums.

    I've lost count of how many times ChatGPT has produced Bash or Python code for what I needed. Yes, sometimes the code is wrong and/or requires tweaking and sometimes I resorted to look into the documentation, but no one will answer faster and anytime of the day like ChatGPT does, at least not for free.

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