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Update README.md

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@@ -38,8 +38,6 @@ Quantized version of [meta-llama/Llama-3.2-1B-Instruct](https://huggingface.co/m
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  - group size = 128
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  - Symmetrical Quantization
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  - Method WoQ (AutoRound format)
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-
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- Fast and low memory, 2-3X speedup (slight accuracy drop at W4G128)
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  Quantization framework: [Intel AutoRound](https://github.com/intel/auto-round)
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  - group size = 128
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  - Symmetrical Quantization
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  - Method WoQ (AutoRound format)
 
 
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  Quantization framework: [Intel AutoRound](https://github.com/intel/auto-round)
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