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<?xml version="1.0"?>
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<net name="tokenizer" version="11">
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<layers>
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<output>
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<port id="0" precision="I32">
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</layer>
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<port id="0" precision="STRING">
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<layer id="8" name="RegexNormalization_242037" type="RegexNormalization" version="extension">
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<port id="0" precision="I32">
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<port id="0" precision="U8">
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</layer>
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<layer id="11" name="RegexNormalization_242042" type="RegexNormalization" version="extension">
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<data global_replace="true" />
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<port id="0" precision="I32">
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<dim>-1</dim>
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<dim>-1</dim>
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</layer>
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<port id="0" precision="I32">
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<dim>-1</dim>
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<port id="1" precision="I64">
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<dim>1</dim>
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</layer>
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<layer id="13" name="Constant_242044" type="Const" version="opset1">
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<data element_type="i32" shape="" offset="0" size="4" />
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<output>
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<port id="0" precision="I32" />
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</output>
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</layer>
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<layer id="14" name="Constant_242045" type="Const" version="opset1">
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<data element_type="i32" shape="" offset="0" size="4" />
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<output>
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<port id="0" precision="I32" />
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</output>
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</layer>
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<layer id="15" name="Gather_242046" type="Gather" version="opset8">
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<data batch_dims="0" />
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<input>
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<port id="0" precision="I64">
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<dim>1</dim>
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</port>
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<port id="1" precision="I32" />
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</input>
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<output>
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<port id="3" precision="I64" />
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</layer>
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<layer id="16" name="Constant_242048" type="Const" version="opset1">
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<data element_type="i32" shape="" offset="4" size="4" />
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<output>
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<port id="0" precision="I32" />
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</output>
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</layer>
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<layer id="17" name="Range_242049" type="Range" version="opset4">
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<data output_type="i32" />
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<input>
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<port id="0" precision="I32" />
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<port id="1" precision="I64" />
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<port id="2" precision="I32" />
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<output>
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<port id="3" precision="I32">
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<dim>-1</dim>
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</port>
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</output>
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</layer>
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<layer id="18" name="Constant_242051" type="Const" version="opset1">
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<data element_type="i32" shape="" offset="4" size="4" />
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<output>
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<port id="0" precision="I32" />
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</output>
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</layer>
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<layer id="19" name="Constant_242052" type="Const" version="opset1">
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<data element_type="i64" shape="" offset="24" size="8" />
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<output>
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<port id="0" precision="I64" />
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</output>
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</layer>
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<layer id="20" name="Add_242053" type="Add" version="opset1">
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<data auto_broadcast="numpy" />
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<input>
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<port id="0" precision="I64" />
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<port id="1" precision="I64" />
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</input>
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<output>
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<port id="2" precision="I64" />
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</output>
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</layer>
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<layer id="21" name="Constant_242054" type="Const" version="opset1">
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<data element_type="i32" shape="" offset="4" size="4" />
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<output>
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<port id="0" precision="I32" />
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</layer>
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<layer id="22" name="Range_242055" type="Range" version="opset4">
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<data output_type="i32" />
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<input>
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<port id="0" precision="I32" />
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<output>
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<port id="3" precision="I32">
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<dim>-1</dim>
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</port>
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</output>
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<layer id="23" name="Constant_242118" type="Const" version="opset1">
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<data element_type="u8" shape="13" offset="32" size="13" />
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<output>
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<port id="0" precision="U8">
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<dim>13</dim>
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</port>
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</output>
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</layer>
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<layer id="24" name="RegexSplit_242119" type="RegexSplit" version="extension">
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<data behaviour="isolate" invert="false" max_splits="-1" />
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<input>
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<port id="0" precision="I32">
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<dim>-1</dim>
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<port id="1" precision="I32">
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<dim>-1</dim>
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<port id="2" precision="I32">
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<dim>-1</dim>
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<port id="3" precision="I32">
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<dim>-1</dim>
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</port>
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<port id="4" precision="U8">
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<dim>-1</dim>
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</port>
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<port id="5" precision="U8">
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<dim>13</dim>
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</input>
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<output>
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<port id="6" precision="I32">
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<dim>-1</dim>
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<port id="7" precision="I32">
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<dim>-1</dim>
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<port id="8" precision="I32">
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<dim>-1</dim>
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<port id="9" precision="I32">
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<dim>-1</dim>
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<port id="10" precision="U8">
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<dim>-1</dim>
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</port>
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</output>
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</layer>
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<layer id="25" name="Constant_242121" type="Const" version="opset1">
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<output>
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<port id="0" precision="U8">
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<dim>338927</dim>
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</output>
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</layer>
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<layer id="26" name="StringTensorUnpack_242122" type="StringTensorUnpack" version="extension">
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<data mode="begins_ends" />
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<input>
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<port id="0" precision="U8">
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<dim>338927</dim>
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<output>
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<port id="1" precision="I32">
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<dim>-1</dim>
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<port id="2" precision="I32">
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<dim>-1</dim>
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<port id="3" precision="U8">
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<dim>-1</dim>
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</port>
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</output>
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</layer>
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<output>
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<port id="0" precision="U8">
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<dim>728182</dim>
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</output>
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</layer>
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<layer id="28" name="StringTensorUnpack_242128" type="StringTensorUnpack" version="extension">
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<data mode="begins_ends" />
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<input>
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<port id="0" precision="U8">
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<dim>728182</dim>
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<output>
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<port id="1" precision="I32">
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<dim>-1</dim>
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<port id="2" precision="I32">
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<dim>-1</dim>
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<dim>-1</dim>
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</port>
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</layer>
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<output>
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<port id="0" precision="U8">
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<dim>23</dim>
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</output>
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</layer>
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<layer id="30" name="StringTensorUnpack_242125" type="StringTensorUnpack" version="extension">
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<data mode="begins_ends" />
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<input>
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<port id="0" precision="U8">
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<dim>23</dim>
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</input>
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<output>
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<port id="1" precision="I32">
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<dim>-1</dim>
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<port id="2" precision="I32">
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<dim>-1</dim>
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<port id="3" precision="U8">
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<dim>-1</dim>
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</port>
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</layer>
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<layer id="31" name="Constant_242129" type="Const" version="opset1">
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<data element_type="i32" shape="2" offset="1067177" size="8" />
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<output>
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<port id="0" precision="I32">
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<dim>2</dim>
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</port>
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</output>
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</layer>
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<layer id="32" name="BPETokenizer_242130" type="BPETokenizer" version="extension">
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|
<data unk_token="<unk>" fuse_unk="true" suffix_indicator="" end_suffix="" byte_fallback="true" cache_capacity="20000" />
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<input>
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<port id="0" precision="I32">
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<dim>-1</dim>
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<port id="1" precision="I32">
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<dim>-1</dim>
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<dim>-1</dim>
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<port id="3" precision="I32">
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<dim>-1</dim>
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<port id="4" precision="U8">
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<dim>-1</dim>
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<port id="5" precision="I32">
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<dim>-1</dim>
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<dim>-1</dim>
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<dim>-1</dim>
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<dim>-1</dim>
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<dim>-1</dim>
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<dim>-1</dim>
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<data auto_broadcast="numpy" />
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<dim>-1</dim>
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<port id="0" precision="I32">
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<dim>-1</dim>
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<dim>-1</dim>
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</output>
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|
</layer>
|
|
<layer id="38" name="CombineSegments_242139" type="CombineSegments" version="extension">
|
|
<input>
|
|
<port id="0" precision="I32" />
|
|
<port id="1" precision="I32" />
|
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<port id="2" precision="I32">
|
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<dim>1</dim>
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</port>
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<port id="3" precision="I32">
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<dim>-1</dim>
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</port>
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<port id="4" precision="I32">
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<dim>-1</dim>
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</port>
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<port id="5" precision="I32">
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<dim>-1</dim>
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</port>
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<port id="6" precision="I32">
|
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<dim>2</dim>
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</port>
|
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</input>
|
|
<output>
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<port id="7" precision="I32">
|
|
<dim>-1</dim>
|
|
</port>
|
|
<port id="8" precision="I32">
|
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<dim>-1</dim>
|
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</port>
|
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<port id="9" precision="I32">
|
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<dim>-1</dim>
|
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</port>
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<port id="10" precision="I32">
|
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<dim>-1</dim>
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</port>
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<port id="11" precision="I32">
|
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<dim>-1</dim>
|
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</port>
|
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<port id="12" precision="I32">
|
|
<dim>-1</dim>
|
|
</port>
|
|
</output>
|
|
</layer>
|
|
<layer id="39" name="Subtract_242140" type="Subtract" version="opset1">
|
|
<data auto_broadcast="numpy" />
|
|
<input>
|
|
<port id="0" precision="I32">
|
|
<dim>-1</dim>
|
|
</port>
|
|
<port id="1" precision="I32">
|
|
<dim>-1</dim>
|
|
</port>
|
|
</input>
|
|
<output>
|
|
<port id="2" precision="I32">
|
|
<dim>-1</dim>
|
|
</port>
|
|
</output>
|
|
</layer>
|
|
<layer id="40" name="Constant_242141" type="Const" version="opset1">
|
|
<data element_type="i32" shape="" offset="0" size="4" />
|
|
<output>
|
|
<port id="0" precision="I32" />
|
|
</output>
|
|
</layer>
|
|
<layer id="41" name="ReduceMax_242142" type="ReduceMax" version="opset1">
|
|
<data keep_dims="false" />
|
|
<input>
|
|
<port id="0" precision="I32">
|
|
<dim>-1</dim>
|
|
</port>
|
|
<port id="1" precision="I32" />
|
|
</input>
|
|
<output>
|
|
<port id="2" precision="I32" />
|
|
</output>
|
|
</layer>
|
|
<layer id="42" name="Constant_242143" type="Const" version="opset1">
|
|
<data element_type="i32" shape="" offset="0" size="4" />
|
|
<output>
|
|
<port id="0" precision="I32" />
|
|
</output>
|
|
</layer>
|
|
<layer id="43" name="RaggedToDense_242144" type="RaggedToDense" version="extension">
|
|
<data pad_right="false" />
|
|
<input>
|
|
<port id="0" precision="I32">
|
|
<dim>-1</dim>
|
|
</port>
|
|
<port id="1" precision="I32">
|
|
<dim>-1</dim>
|
|
</port>
|
|
<port id="2" precision="I32">
|
|
<dim>-1</dim>
|
|
</port>
|
|
<port id="3" precision="I32" />
|
|
<port id="4" precision="I32" />
|
|
</input>
|
|
<output>
|
|
<port id="5" precision="I32">
|
|
<dim>-1</dim>
|
|
<dim>-1</dim>
|
|
</port>
|
|
<port id="6" precision="BOOL">
|
|
<dim>-1</dim>
|
|
<dim>-1</dim>
|
|
</port>
|
|
</output>
|
|
</layer>
|
|
<layer id="44" name="Convert_242145" type="Convert" version="opset1">
|
|
<data destination_type="i32" />
|
|
<input>
|
|
<port id="0" precision="BOOL">
|
|
<dim>-1</dim>
|
|
<dim>-1</dim>
|
|
</port>
|
|
</input>
|
|
<output>
|
|
<port id="1" precision="I32">
|
|
<dim>-1</dim>
|
|
<dim>-1</dim>
|
|
</port>
|
|
</output>
|
|
</layer>
|
|
<layer id="45" name="Convert_242145" type="Convert" version="opset1">
|
|
<data destination_type="i64" />
|
|
<input>
|
|
<port id="0" precision="I32">
|
|
<dim>-1</dim>
|
|
<dim>-1</dim>
|
|
</port>
|
|
</input>
|
|
<output>
|
|
<port id="1" precision="I64" names="attention_mask">
|
|
<dim>-1</dim>
|
|
<dim>-1</dim>
|
|
</port>
|
|
</output>
|
|
</layer>
|
|
<layer id="47" name="RaggedToDense_242144.0" type="Convert" version="opset1">
|
|
<data destination_type="i64" />
|
|
<input>
|
|
<port id="0" precision="I32">
|
|
<dim>-1</dim>
|
|
<dim>-1</dim>
|
|
</port>
|
|
</input>
|
|
<output>
|
|
<port id="1" precision="I64" names="input_ids">
|
|
<dim>-1</dim>
|
|
<dim>-1</dim>
|
|
</port>
|
|
</output>
|
|
</layer>
|
|
<layer id="48" name="Result_242148" type="Result" version="opset1">
|
|
<input>
|
|
<port id="0" precision="I64">
|
|
<dim>-1</dim>
|
|
<dim>-1</dim>
|
|
</port>
|
|
</input>
|
|
</layer>
|
|
<layer id="46" name="Result_242150" type="Result" version="opset1">
|
|
<input>
|
|
<port id="0" precision="I64">
|
|
<dim>-1</dim>
|
|
<dim>-1</dim>
|
|
</port>
|
|
</input>
|
|
</layer>
|
|
</layers>
|
|
<edges>
|
|
<edge from-layer="0" from-port="0" to-layer="5" to-port="0" />
|
|
<edge from-layer="1" from-port="0" to-layer="38" to-port="0" />
|
|
<edge from-layer="2" from-port="0" to-layer="38" to-port="1" />
|
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<edge from-layer="3" from-port="0" to-layer="38" to-port="2" />
|
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<edge from-layer="4" from-port="0" to-layer="17" to-port="0" />
|
|
<edge from-layer="5" from-port="1" to-layer="8" to-port="0" />
|
|
<edge from-layer="5" from-port="2" to-layer="8" to-port="1" />
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<edge from-layer="5" from-port="3" to-layer="8" to-port="2" />
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<edge from-layer="6" from-port="0" to-layer="8" to-port="3" />
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<edge from-layer="7" from-port="0" to-layer="8" to-port="4" />
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<edge from-layer="8" from-port="5" to-layer="11" to-port="0" />
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<edge from-layer="8" from-port="6" to-layer="11" to-port="1" />
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<edge from-layer="8" from-port="7" to-layer="11" to-port="2" />
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<edge from-layer="9" from-port="0" to-layer="11" to-port="3" />
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<edge from-layer="10" from-port="0" to-layer="11" to-port="4" />
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<edge from-layer="11" from-port="5" to-layer="12" to-port="0" />
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<edge from-layer="11" from-port="5" to-layer="24" to-port="2" />
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<edge from-layer="11" from-port="6" to-layer="24" to-port="3" />
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<edge from-layer="11" from-port="7" to-layer="24" to-port="4" />
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<edge from-layer="12" from-port="1" to-layer="15" to-port="0" />
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<edge from-layer="13" from-port="0" to-layer="15" to-port="1" />
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<edge from-layer="14" from-port="0" to-layer="15" to-port="2" />
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<edge from-layer="15" from-port="3" to-layer="17" to-port="1" />
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<edge from-layer="15" from-port="3" to-layer="20" to-port="0" />
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<edge from-layer="16" from-port="0" to-layer="17" to-port="2" />
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<edge from-layer="17" from-port="3" to-layer="24" to-port="0" />
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<edge from-layer="18" from-port="0" to-layer="22" to-port="0" />
|
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<edge from-layer="19" from-port="0" to-layer="20" to-port="1" />
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<edge from-layer="20" from-port="2" to-layer="22" to-port="1" />
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<edge from-layer="21" from-port="0" to-layer="22" to-port="2" />
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<edge from-layer="22" from-port="3" to-layer="24" to-port="1" />
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<edge from-layer="23" from-port="0" to-layer="24" to-port="5" />
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<edge from-layer="24" from-port="6" to-layer="32" to-port="0" />
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<edge from-layer="24" from-port="7" to-layer="32" to-port="1" />
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<edge from-layer="24" from-port="8" to-layer="32" to-port="2" />
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<edge from-layer="24" from-port="9" to-layer="32" to-port="3" />
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<edge from-layer="24" from-port="10" to-layer="32" to-port="4" />
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<edge from-layer="25" from-port="0" to-layer="26" to-port="0" />
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<edge from-layer="26" from-port="2" to-layer="32" to-port="6" />
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<edge from-layer="26" from-port="3" to-layer="32" to-port="7" />
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<edge from-layer="26" from-port="1" to-layer="32" to-port="5" />
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<edge from-layer="27" from-port="0" to-layer="28" to-port="0" />
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<edge from-layer="30" from-port="2" to-layer="32" to-port="12" />
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<edge from-layer="30" from-port="3" to-layer="32" to-port="13" />
|
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<edge from-layer="31" from-port="0" to-layer="32" to-port="14" />
|
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<edge from-layer="32" from-port="16" to-layer="33" to-port="0" />
|
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<edge from-layer="32" from-port="15" to-layer="33" to-port="1" />
|
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<edge from-layer="32" from-port="16" to-layer="38" to-port="4" />
|
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<edge from-layer="32" from-port="17" to-layer="38" to-port="5" />
|
|
<edge from-layer="32" from-port="16" to-layer="36" to-port="0" />
|
|
<edge from-layer="33" from-port="2" to-layer="35" to-port="0" />
|
|
<edge from-layer="34" from-port="0" to-layer="35" to-port="1" />
|
|
<edge from-layer="35" from-port="2" to-layer="36" to-port="1" />
|
|
<edge from-layer="36" from-port="2" to-layer="38" to-port="3" />
|
|
<edge from-layer="37" from-port="0" to-layer="38" to-port="6" />
|
|
<edge from-layer="38" from-port="8" to-layer="39" to-port="0" />
|
|
<edge from-layer="38" from-port="7" to-layer="39" to-port="1" />
|
|
<edge from-layer="38" from-port="7" to-layer="43" to-port="0" />
|
|
<edge from-layer="38" from-port="8" to-layer="43" to-port="1" />
|
|
<edge from-layer="38" from-port="9" to-layer="43" to-port="2" />
|
|
<edge from-layer="39" from-port="2" to-layer="41" to-port="0" />
|
|
<edge from-layer="40" from-port="0" to-layer="41" to-port="1" />
|
|
<edge from-layer="41" from-port="2" to-layer="43" to-port="3" />
|
|
<edge from-layer="42" from-port="0" to-layer="43" to-port="4" />
|
|
<edge from-layer="43" from-port="6" to-layer="44" to-port="0" />
|
|
<edge from-layer="43" from-port="5" to-layer="47" to-port="0" />
|
|
<edge from-layer="44" from-port="1" to-layer="45" to-port="0" />
|
|
<edge from-layer="45" from-port="1" to-layer="46" to-port="0" />
|
|
<edge from-layer="47" from-port="1" to-layer="48" to-port="0" />
|
|
</edges>
|
|
<rt_info>
|
|
<bos_token_id value="1" />
|
|
<chat_template value="{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% set system_message = false %}{% endif %}{% for message in loop_messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if loop.index0 == 0 and system_message != false %}{% set content = '<<SYS>>\n' + system_message + '\n<</SYS>>\n\n' + message['content'] %}{% else %}{% set content = message['content'] %}{% endif %}{% if message['role'] == 'user' %}{{ bos_token + '[INST] ' + content.strip() + ' [/INST]' }}{% elif message['role'] == 'assistant' %}{{ ' ' + content.strip() + ' ' + eos_token }}{% endif %}{% endfor %}" />
|
|
<eos_token_id value="2" />
|
|
<original_tokenizer_class value="<class 'transformers.models.llama.tokenization_llama_fast.LlamaTokenizerFast'>" />
|
|
</rt_info>
|
|
</net>
|
|
|
