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Fixing GPTQ exllama kernel usage. (#1101)
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# What does this PR do?

Fixes #1098 
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Fixes # (issue)


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Narsil authored Oct 5, 2023
1 parent 0e4ee4f commit 87f4381
Showing 1 changed file with 3 additions and 1 deletion.
4 changes: 3 additions & 1 deletion server/text_generation_server/utils/weights.py
Original file line number Diff line number Diff line change
Expand Up @@ -212,7 +212,9 @@ def get_multi_weights_col(self, prefixes: List[str], quantize: str, dim: int):
g_idx = None

bits, groupsize = self._get_gptq_params()
weight = (qweight, qzeros, scales, g_idx, bits, groupsize, False)
from text_generation_server.utils.layers import HAS_EXLLAMA
use_exllama = bits==4 and HAS_EXLLAMA and quantize == "gptq"
weight = (qweight, qzeros, scales, g_idx, bits, groupsize, use_exllama)
else:
w = [self.get_sharded(f"{p}.weight", dim=0) for p in prefixes]
weight = torch.cat(w, dim=dim)
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