LocalLLaMA

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

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What kind of performance should we expect? (alien.top)

submitted 10 months ago by cosmicr@alien.top to c/localllama@poweruser.forum

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I'm only getting 0.8 tokens/second with my 3060 12gb using Zephyr 7b beta.

I'll admit I barely know what I'm doing, but was I wrong to expect a little more? I was hoping for something at least a quarter the speed of gpt-3.5...

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[–] DarthNebo@alien.top 1 points 10 months ago (2 children)

Run this with TGI or vLLM

[–] dodo13333@alien.top 1 points 10 months ago

What is TGI?

[–] Aaaaaaaaaeeeee@alien.top 1 points 10 months ago (1 children)

What's the latest t/s on a 4bit model with TGI? is there a difference compared with HF transformer loader?

[–] DarthNebo@alien.top 1 points 10 months ago

The attention layers get replaced with flash attention 2, there's kv caching as well so you get way better batch1 & batchN results with continuous batching for every request