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@@ -33,7 +33,7 @@ You can either perform the dequantization manually using this [conversion script
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  **Quantization scripts:**
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  ```
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  cd Quark/examples/torch/language_modeling/llm_ptq/
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- python3 quantize_quark.py --model_dir deepseek-ai/DeepSeek-R1 \
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  --quant_scheme w_mxfp4_a_mxfp4 \
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  --group_size 32 \
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  --num_calib_data 128 \
 
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  **Quantization scripts:**
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  ```
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  cd Quark/examples/torch/language_modeling/llm_ptq/
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+ python3 quantize_quark.py --model_dir $MODEL_DIR \
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  --quant_scheme w_mxfp4_a_mxfp4 \
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  --group_size 32 \
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  --num_calib_data 128 \