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Update README.md
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README.md
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@@ -25,7 +25,8 @@ python3 quantize_quark.py \
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--quant_scheme w_fp8_a_fp8 \
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--kv_cache_dtype fp8 \
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--num_calib_data 128 \
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--model_export quark_safetensors
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# If model size is too large for single GPU, please use multi GPU instead.
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python3 quantize_quark.py \
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@@ -35,6 +36,7 @@ python3 quantize_quark.py \
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--kv_cache_dtype fp8 \
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--num_calib_data 128 \
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--model_export quark_safetensors \
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--multi_gpu
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```
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## Deployment
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@@ -57,9 +59,9 @@ The quantization evaluation results are conducted in pseudo-quantization mode, w
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<tr>
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<td>Perplexity-wikitext2
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</td>
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<td>1.
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</td>
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<td>1.
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</td>
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</tr>
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--quant_scheme w_fp8_a_fp8 \
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--kv_cache_dtype fp8 \
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--num_calib_data 128 \
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--model_export quark_safetensors \
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--no_weight_matrix_merge
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# If model size is too large for single GPU, please use multi GPU instead.
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python3 quantize_quark.py \
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--kv_cache_dtype fp8 \
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--num_calib_data 128 \
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--model_export quark_safetensors \
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--no_weight_matrix_merge \
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--multi_gpu
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```
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## Deployment
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<tr>
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<td>Perplexity-wikitext2
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</td>
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<td>1.8562
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</td>
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<td>1.8927
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</td>
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</tr>
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