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qwopqwop200 avatar qwopqwop200 commented on August 15, 2024 2

Added simple inference code.
CUDA_VISIBLE_DEVICES=0 python llama_inference.py decapoda-research/llama-7b-hf --wbits 4 --load llama7b-4bit.pt --text "this is llama"

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qwopqwop200 avatar qwopqwop200 commented on August 15, 2024 1

Implemented batch processing of cuda kernel.

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ItsLogic avatar ItsLogic commented on August 15, 2024

It actually does work with standard transformers inference code but the kernel is limiting the input to 1 token. If you run inference with a word/letter that only counts as 1 token it will run to completion as shown below with the word "ball" which is a single token.
image
The kernel needs to be updated before inference can work with multiple tokens so we need to wait on #6 to be solved before its usable

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MarkSchmidty avatar MarkSchmidty commented on August 15, 2024

I don't have time to test, but if you clone PR #9 you may be able to use more than one input token. At least that's what the PR says.

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qwopqwop200 avatar qwopqwop200 commented on August 15, 2024

this method is not implemented in cuda.
I currently implemented batch processing with cuda kernel and testing it.

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