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Fix: Disable Sparse Decompression for Dense Compressors #237

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merged 3 commits into from
Jan 10, 2025
Merged

Fix: Disable Sparse Decompression for Dense Compressors #237

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90beee8
Turn off sparse decompression when sparse compressor is dense
rahul-tuli Jan 9, 2025
26b23f7
Update: Condiition to use enum instead of raw string
rahul-tuli Jan 10, 2025
cc4f78e
Remove unnecesarry style change
rahul-tuli Jan 10, 2025
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5 changes: 4 additions & 1 deletion src/compressed_tensors/compressors/model_compressors/model_compressor.py
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Original file line number Diff line number Diff line change
Expand Up @@ -310,7 +310,10 @@ def decompress(self, model_path: str, model: Module):
model_path = get_safetensors_folder(model_path)
sparse_decompressed = False

if self.sparsity_compressor is not None:
if (
self.sparsity_compressor is not None
and self.sparsity_config.format != CompressionFormat.dense.value
):
# Sparse decompression is applied on the model_path
dense_gen = self.sparsity_compressor.decompress(model_path)
self._replace_weights(dense_gen, model)
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