LocalLLaMA

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Community to discuss about Llama, the family of large language models created by Meta AI.

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7B models keep repeating/glitching after certain number of tokens (alien.top)

submitted 2 years ago by GustavoToyota@alien.top to c/localllama@poweruser.forum

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I'm using ollama and I have a RTX 3060 TI. Using only 7B models.

I tested with Mistral 7B, Mistral-OpenOrca and Zephyr, they all had the same problem where they kept repeating or speaking randomly after some amount of chatting.

What could it be? Temperature? VRAM? ollama?

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[–] ntn8888@alien.top 1 points 2 years ago

I've noticed this extensively when running locally on my 8gb rx580. And the issue is pretty bad.. I've run exactly the models you stated.

But when I run on (big) cloud GPU on vast.ai (eg on rtx 3090 or A6000) the problem vanishes..

vast.ai is pretty cheap ($10 deposit)you can experiment on there and see.