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Re:NanoGPT by yreg on Wednesday January 11, 2023 @06:46AM (#34337432)
Is there any trained model for text generation that you can run locally yet?
Re:NanoGPT by throwaway743 on Wednesday January 11, 2023 @06:52AM (#34337458)
Plenty. Huggingface alone has a ton
Re:NanoGPT by deqwer on Wednesday January 11, 2023 @06:53AM (#34337462)
There’s LAION working on open source[1] version of chatGPT

[1] https://github.com/LAION-AI/Open-Assistant

Re:NanoGPT by Metus on Wednesday January 11, 2023 @09:05AM (#34338564)
This should be way higher up.
Re:NanoGPT by turmeric_root on Wednesday January 11, 2023 @10:51AM (#34339783)
Though their roadmap doc says they're looking into finetuning existing GPT-J/T5 models for this task. So you'll probably want a 3090 (24GB VRAM) and at least 16GB of CPU RAM to run inference if/when the project is complete.
Re:NanoGPT by wongarsu on Wednesday January 11, 2023 @08:17AM (#34338042)
GPT2 can be run locally (on a somewhat beefy consumer GPU)
Re:NanoGPT by karmajuney on Wednesday January 11, 2023 @12:37PM (#34341434)
Can you add some info on what consumer GPU would be needed for this? Would a 3080 be able to handle this?
Re:NanoGPT by wongarsu on Wednesday January 11, 2023 @04:00PM (#34344727)
Assuming you get the 12GB version of the 3080. A 2080TI is another option. Though you can reduce precision or use one of the smaller GPT2 versions to run on smaller cards as well.
Re:NanoGPT by int_19h on Wednesday January 11, 2023 @06:28PM (#34346597)
Let me slightly rephrase the question: what is the best model that one can run on high-end consumer grade hardware? Let's say RTX 3090.
Re:NanoGPT by minimaxir on Wednesday January 11, 2023 @12:51PM (#34341704)
The original GPT-2 small (the 124M one) can run on a CPU, just slowly and not scalably.