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fix bf16 and add comments (#4106)
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@@ -498,6 +498,7 @@ class MergedColumnParallelLinear(ColumnParallelLinear):
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if weight_need_transpose:
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loaded_weight = get_tensor(loaded_weight)
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loaded_weight = loaded_weight.transpose([1, 0])
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# Avoid redundant transpose of fused weights when weight_loader is called iteratively
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param.weight_need_transpose = False
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# Loaded weight is already fused on disk.
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shard_offsets = [
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@@ -638,6 +639,7 @@ class QKVParallelLinear(ColumnParallelLinear):
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if weight_need_transpose:
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loaded_weight = get_tensor(loaded_weight)
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loaded_weight = loaded_weight.transpose([1, 0])
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# Avoid redundant transpose of fused weights when weight_loader is called iteratively
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param.weight_need_transpose = False
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# Loaded weight is already fused on disk
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shard_offsets = [
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@@ -16,6 +16,8 @@ quantization module
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"""
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from typing import Dict, List, Type
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from fastdeploy.utils import parse_quantization
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from .quant_base import QuantConfigBase
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QUANTIZATION_METHODS: List[str] = [
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@@ -35,6 +37,8 @@ QUANTIZATION_METHODS: List[str] = [
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def parse_quant_config(args, model_config, is_ernie, is_v1_loader):
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if args.quantization is not None and isinstance(args.quantization, str):
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args.quantization = parse_quantization(args.quantization)
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# 1.model_config.is_quantized
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# TODO(bukejiyu) model_config.is_quantized is v0 only need to be removed in future
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if model_config.model_format == "torch":
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