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Add support for GPTBigCode(starcoder) #63

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merged 4 commits into from
May 27, 2023
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LaaZa
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@LaaZa LaaZa commented May 8, 2023

Should add support for GPTBigCode models which is used for bigcode/starcoder

BigDisclaimer: I only tested it with my textgen PR that is actually using the #43 branch also I don't have enough VRAM to load this model fully on gpu, so I used splitting. Note: The memory limits are not very accurately respected and I had to set GPU memory to 6GiB to actually fit it into 10 GB, this is separate issue though.

Eitherway I got the model loaded and it generated reasonable code, so I assume it works. Model used: mayank31398/starcoder-GPTQ-4bit-128g
I did not try quantizing the model myself with this.

Some testing needed by someone more competent and with better hardware.

@SirWaffle
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I merged this locally and had it running fine on a single GPU

@PanQiWei PanQiWei merged commit 9ebc1d1 into AutoGPTQ:main May 27, 2023
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