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initialize zp, scale loaded from HF quantizer, applying quant_config #84

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9 changes: 8 additions & 1 deletion src/compressed_tensors/compressors/model_compressor.py
Original file line number Diff line number Diff line change
Expand Up @@ -269,7 +269,14 @@ def decompress(self, model_path: str, model: Module):
self._replace_weights(dense_gen, model)

def update_status(module):
module.quantization_status = QuantizationStatus.FROZEN
import torch

first_param_dtype = next(model.parameters()).dtype
if first_param_dtype == torch.float16:
# loading unquantized model
module.quantization_status = QuantizationStatus.INITIALIZED
else:
module.quantization_status = QuantizationStatus.FROZEN

model.apply(update_status)
setattr(model, QUANTIZATION_CONFIG_NAME, self.quantization_config)
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