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Reducto v2 #21

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Reducto v2 #21

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8 changes: 7 additions & 1 deletion lexsiai/core/text.py
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Original file line number Diff line number Diff line change
Expand Up @@ -449,8 +449,11 @@ def quantize_model(
qbit: int,
instance_type: str,
tag: Optional[str] = None,
max_seq_len: Optional[int] = 400,
target_layers: Optional[List[str]] = ["Linear"],
ignore_layers: Optional[List[str]] = ["lm_head"],
input_column: Optional[str] = None,
no_of_samples: Optional[str] = None,
no_of_samples: Optional[str] = None
):
"""Quantize Model

Expand All @@ -473,6 +476,9 @@ def quantize_model(
"instance_type": instance_type,
"tag": tag,
"input_column": input_column,
"max_seq_len": max_seq_len,
"target_layers": target_layers,
"ignore_layers": ignore_layers,
"no_of_samples": no_of_samples
}

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