diff --git "a/openvino_model.xml" "b/openvino_model.xml"
--- "a/openvino_model.xml"
+++ "b/openvino_model.xml"
@@ -1,970 +1,1309 @@
 <?xml version="1.0"?>
 <net name="Model0" version="11">
 	<layers>
-		<layer id="3" name="input_ids" type="Parameter" version="opset1">
-			<data shape="?,?" element_type="i64" />
+		<layer id="65" name="input_ids" type="Parameter" version="opset1">
+			<data shape="1,?" element_type="i64" />
 			<output>
 				<port id="0" precision="I64" names="input_ids">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2" name="attention_mask" type="Parameter" version="opset1">
-			<data shape="?,?" element_type="i64" />
+		<layer id="64" name="attention_mask" type="Parameter" version="opset1">
+			<data shape="1,?" element_type="i64" />
 			<output>
 				<port id="0" precision="I64" names="attention_mask">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1" name="position_ids" type="Parameter" version="opset1">
-			<data shape="?,?" element_type="i64" />
+		<layer id="63" name="Parameter_52541" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
 			<output>
-				<port id="0" precision="I64" names="position_ids">
-					<dim>-1</dim>
+				<port id="0" precision="FP32" names="past_key_values.0.key">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="0" name="beam_idx" type="Parameter" version="opset1">
-			<data shape="?" element_type="i32" />
+		<layer id="62" name="Parameter_52540" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
 			<output>
-				<port id="0" precision="I32" names="beam_idx">
+				<port id="0" precision="FP32" names="past_key_values.0.value">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4" name="Constant_325486" type="Const" version="opset1">
-			<data element_type="f32" shape="" offset="0" size="4" />
+		<layer id="61" name="Parameter_52543" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
 			<output>
-				<port id="0" precision="FP32" />
+				<port id="0" precision="FP32" names="past_key_values.1.key">
+					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="5" name="ShapeOf_325472" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>-1</dim>
+		<layer id="60" name="Parameter_52542" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
+			<output>
+				<port id="0" precision="FP32" names="past_key_values.1.value">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
-			</input>
+			</output>
+		</layer>
+		<layer id="59" name="Parameter_52545" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
 			<output>
-				<port id="1" precision="I64">
-					<dim>2</dim>
+				<port id="0" precision="FP32" names="past_key_values.2.key">
+					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6" name="Constant_325474" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="4" size="8" />
+		<layer id="58" name="Parameter_52544" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
 			<output>
-				<port id="0" precision="I64">
+				<port id="0" precision="FP32" names="past_key_values.2.value">
 					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7" name="Constant_325476" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="4" size="8" />
+		<layer id="57" name="Parameter_52547" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
 			<output>
-				<port id="0" precision="I64" />
+				<port id="0" precision="FP32" names="past_key_values.3.key">
+					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="8" name="Gather_325477" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>2</dim>
-				</port>
-				<port id="1" precision="I64">
+		<layer id="56" name="Parameter_52546" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
+			<output>
+				<port id="0" precision="FP32" names="past_key_values.3.value">
 					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
-				<port id="2" precision="I64" />
-			</input>
+			</output>
+		</layer>
+		<layer id="55" name="Parameter_52549" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
 			<output>
-				<port id="3" precision="I64">
+				<port id="0" precision="FP32" names="past_key_values.4.key">
 					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="9" name="Constant_325479" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
+		<layer id="54" name="Parameter_52548" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
 			<output>
-				<port id="0" precision="I64">
+				<port id="0" precision="FP32" names="past_key_values.4.value">
 					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="10" name="Constant_325481" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="4" size="8" />
+		<layer id="53" name="Parameter_52551" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
 			<output>
-				<port id="0" precision="I64">
+				<port id="0" precision="FP32" names="past_key_values.5.key">
 					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="11" name="Constant_325483" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="20" size="8" />
+		<layer id="52" name="Parameter_52550" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
 			<output>
-				<port id="0" precision="I64">
+				<port id="0" precision="FP32" names="past_key_values.5.value">
 					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="12" name="Concat_325484" type="Concat" version="opset1">
-			<data axis="0" />
-			<input>
-				<port id="0" precision="I64">
+		<layer id="51" name="Parameter_52553" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
+			<output>
+				<port id="0" precision="FP32" names="past_key_values.6.key">
 					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
-				<port id="1" precision="I64">
+			</output>
+		</layer>
+		<layer id="50" name="Parameter_52552" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
+			<output>
+				<port id="0" precision="FP32" names="past_key_values.6.value">
 					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
-				<port id="2" precision="I64">
+			</output>
+		</layer>
+		<layer id="49" name="Parameter_52555" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
+			<output>
+				<port id="0" precision="FP32" names="past_key_values.7.key">
 					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
-				<port id="3" precision="I64">
+			</output>
+		</layer>
+		<layer id="48" name="Parameter_52554" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
+			<output>
+				<port id="0" precision="FP32" names="past_key_values.7.value">
 					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
-			</input>
+			</output>
+		</layer>
+		<layer id="47" name="Parameter_52557" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
 			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="FP32" names="past_key_values.8.key">
+					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="13" name="Broadcast_325487" type="Broadcast" version="opset3">
-			<data mode="numpy" />
-			<input>
-				<port id="0" precision="FP32" />
-				<port id="1" precision="I64">
-					<dim>4</dim>
-				</port>
-			</input>
+		<layer id="46" name="Parameter_52556" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
 			<output>
-				<port id="2" precision="FP32">
+				<port id="0" precision="FP32" names="past_key_values.8.value">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>0</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="14" name="ReadValue_319940" type="ReadValue" version="opset6">
-			<data variable_id="past_key_values.9.valuepresent.9.value" variable_type="f32" variable_shape="?,8,?,128" />
-			<input>
-				<port id="0" precision="FP32">
+		<layer id="45" name="Parameter_52559" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
+			<output>
+				<port id="0" precision="FP32" names="past_key_values.9.key">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>0</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
-			</input>
+			</output>
+		</layer>
+		<layer id="44" name="Parameter_52558" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
 			<output>
-				<port id="1" precision="FP32" names="past_key_values.9.value">
-					<dim>-1</dim>
-					<dim>8</dim>
+				<port id="0" precision="FP32" names="past_key_values.9.value">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="15" name="Constant_314150" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="4" size="8" />
+		<layer id="43" name="Parameter_52561" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
 			<output>
-				<port id="0" precision="I64" />
+				<port id="0" precision="FP32" names="past_key_values.10.key">
+					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="16" name="Gather_314151" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
+		<layer id="42" name="Parameter_52560" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
+			<output>
+				<port id="0" precision="FP32" names="past_key_values.10.value">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
-				<port id="1" precision="I32">
+			</output>
+		</layer>
+		<layer id="41" name="Parameter_52563" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
+			<output>
+				<port id="0" precision="FP32" names="past_key_values.11.key">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
-				<port id="2" precision="I64" />
-			</input>
+			</output>
+		</layer>
+		<layer id="40" name="Parameter_52562" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
 			<output>
-				<port id="3" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
+				<port id="0" precision="FP32" names="past_key_values.11.value">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="17" name="Constant_288035" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 4096" offset="28" size="16384" />
+		<layer id="39" name="Parameter_52565" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
 			<output>
-				<port id="0" precision="FP32">
+				<port id="0" precision="FP32" names="past_key_values.12.key">
 					<dim>1</dim>
-					<dim>1</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="18" name="self.model.embed_tokens.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="32000, 4096" offset="16412" size="131072000" />
+		<layer id="38" name="Parameter_52564" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>32000</dim>
-					<dim>4096</dim>
+				<port id="0" precision="FP32" names="past_key_values.12.value">
+					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="19" name="Convert_332034" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<input>
-				<port id="0" precision="U8">
-					<dim>32000</dim>
-					<dim>4096</dim>
-				</port>
-			</input>
+		<layer id="37" name="Parameter_52567" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
 			<output>
-				<port id="1" precision="FP32">
-					<dim>32000</dim>
-					<dim>4096</dim>
+				<port id="0" precision="FP32" names="past_key_values.13.key">
+					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="32000, 1" offset="131088412" size="32000" />
+		<layer id="36" name="Parameter_52566" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>32000</dim>
+				<port id="0" precision="FP32" names="past_key_values.13.value">
 					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="21" name="Convert_332037" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<input>
-				<port id="0" precision="U8">
-					<dim>32000</dim>
+		<layer id="35" name="Parameter_52569" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
+			<output>
+				<port id="0" precision="FP32" names="past_key_values.14.key">
 					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
-			</input>
+			</output>
+		</layer>
+		<layer id="34" name="Parameter_52568" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
 			<output>
-				<port id="1" precision="FP32">
-					<dim>32000</dim>
+				<port id="0" precision="FP32" names="past_key_values.14.value">
 					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
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-			<data auto_broadcast="numpy" />
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-				<port id="0" precision="FP32">
-					<dim>32000</dim>
-					<dim>4096</dim>
-				</port>
-				<port id="1" precision="FP32">
-					<dim>32000</dim>
+		<layer id="33" name="Parameter_52571" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
+			<output>
+				<port id="0" precision="FP32" names="past_key_values.15.key">
 					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
-			</input>
+			</output>
+		</layer>
+		<layer id="32" name="Parameter_52570" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
 			<output>
-				<port id="2" precision="FP32">
-					<dim>32000</dim>
-					<dim>4096</dim>
+				<port id="0" precision="FP32" names="past_key_values.15.value">
+					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f32" shape="32000, 1" offset="131120412" size="128000" />
+		<layer id="31" name="Parameter_52573" type="Parameter" version="opset1">
+			<data shape="1,32,?,96" element_type="f32" />
 			<output>
-				<port id="0" precision="FP32">
-					<dim>32000</dim>
+				<port id="0" precision="FP32" names="past_key_values.16.key">
 					<dim>1</dim>
+					<dim>32</dim>
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+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>3072</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>3072</dim>
+				</port>
+			</input>
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+				<port id="2" precision="FP32" names="373,375,hidden_states.9">
 					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>3072</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u4" shape="1024, 32, 128" offset="157020508" size="2097152" />
+		<layer id="95" name="self.model.model.layers.0.self_attn.qkv_proj.weight_compressed" type="Const" version="opset1">
+			<data element_type="u4" shape="9216, 24, 128" offset="98609102" size="14155776" />
 			<output>
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-					<dim>32</dim>
+					<dim>9216</dim>
+					<dim>24</dim>
 					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="63" name="Convert_332053" type="Convert" version="opset1">
-			<data destination_type="f32" />
+		<layer id="96" name="Convert_19466" type="Convert" version="opset1">
+			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
-					<dim>1024</dim>
-					<dim>32</dim>
+					<dim>9216</dim>
+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="FP32">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="1" precision="FP16">
+					<dim>9216</dim>
+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="64" name="self.model.layers.0.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 1" offset="159117660" size="16384" />
+		<layer id="97" name="self.model.model.layers.0.self_attn.qkv_proj.weight_compressed/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="9216, 24, 1" offset="112764878" size="110592" />
 			<output>
 				<port id="0" precision="U4">
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-					<dim>32</dim>
+					<dim>9216</dim>
+					<dim>24</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="65" name="Convert_332055" type="Convert" version="opset1">
-			<data destination_type="f32" />
+		<layer id="98" name="Convert_19468" type="Convert" version="opset1">
+			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
-					<dim>1024</dim>
-					<dim>32</dim>
+					<dim>9216</dim>
+					<dim>24</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="FP32">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="1" precision="FP16">
+					<dim>9216</dim>
+					<dim>24</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="66" name="Subtract_332056" type="Subtract" version="opset1">
+		<layer id="99" name="Subtract_19469" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="0" precision="FP16">
+					<dim>9216</dim>
+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="1" precision="FP16">
+					<dim>9216</dim>
+					<dim>24</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="2" precision="FP16">
+					<dim>9216</dim>
+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="67" name="self.model.layers.0.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f32" shape="1024, 32, 1" offset="159134044" size="131072" />
+		<layer id="100" name="self.model.model.layers.0.self_attn.qkv_proj.weight_compressed/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="9216, 24, 1" offset="112875470" size="442368" />
 			<output>
-				<port id="0" precision="FP32">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="0" precision="FP16">
+					<dim>9216</dim>
+					<dim>24</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="68" name="self.model.layers.0.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="101" name="self.model.model.layers.0.self_attn.qkv_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="0" precision="FP16">
+					<dim>9216</dim>
+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="1" precision="FP16">
+					<dim>9216</dim>
+					<dim>24</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="2" precision="FP16">
+					<dim>9216</dim>
+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="69" name="Constant_332060" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="159265116" size="16" />
+		<layer id="102" name="Constant_19473" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="113317838" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="70" name="Reshape_332061" type="Reshape" version="opset1">
+		<layer id="103" name="Reshape_19474" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="0" precision="FP16">
+					<dim>9216</dim>
+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
@@ -972,50 +1311,185 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32">
-					<dim>1024</dim>
-					<dim>4096</dim>
+				<port id="2" precision="FP16">
+					<dim>9216</dim>
+					<dim>3072</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="104" name="self.model.model.layers.0.self_attn.qkv_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>9216</dim>
+					<dim>3072</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>9216</dim>
+					<dim>3072</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="71" name="__module.model.layers.0.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="105" name="__module.model.model.layers.0.self_attn.qkv_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>3072</dim>
 				</port>
 				<port id="1" precision="FP32">
-					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>9216</dim>
+					<dim>3072</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="383,qkv.1">
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>9216</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="106" name="Constant_271131" type="Const" version="opset1">
+			<data element_type="i32" shape="3" offset="113317854" size="12" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I32">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="107" name="Constant_271134" type="Const" version="opset1">
+			<data element_type="i32" shape="3" offset="113317866" size="12" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I32">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="108" name="Constant_271137" type="Const" version="opset1">
+			<data element_type="i32" shape="3" offset="113317878" size="12" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I32">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="109" name="__module.model.model.layers.0.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+			<data begin_mask="1, 1, 0" end_mask="1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>9216</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>3</dim>
+				</port>
+				<port id="2" precision="I32">
+					<dim>3</dim>
+				</port>
+				<port id="3" precision="I32">
+					<dim>3</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="382,key_states.3">
+				<port id="4" precision="FP32" names="384,query_states.1">
+					<dim>1</dim>
 					<dim>-1</dim>
+					<dim>3072</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="110" name="__module.model.model.layers.0.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i32" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>1024</dim>
+					<dim>3072</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I32">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="111" name="Constant_263225" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="113317890" size="8" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="112" name="Constant_263226" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="113317898" size="8" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="113" name="Gather_263227" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I32">
+					<dim>3</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I32">
+					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="72" name="__module.model.layers.0.self_attn/prim::ListConstruct/Reshape_1_1" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="159265132" size="4" />
+		<layer id="114" name="__module.model.model.layers.0.self_attn/prim::ListConstruct/Reshape_1" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="113317906" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="73" name="__module.model.layers.0.self_attn/prim::ListConstruct/Reshape_2_1" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="140243272" size="4" />
+		<layer id="115" name="__module.model.model.layers.0.self_attn/prim::ListConstruct/Reshape_2" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="113317910" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="74" name="__module.model.layers.0.self_attn/prim::ListConstruct/Concat_1" type="Concat" version="opset1">
+		<layer id="116" name="__module.model.model.layers.0.self_attn/prim::ListConstruct/Concat" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -1029,227 +1503,263 @@
 				</port>
 			</input>
 			<output>
-				<port id="3" precision="I32" names="388,391">
+				<port id="3" precision="I32" names="387,390,393">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="75" name="__module.model.layers.0.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="117" name="__module.model.model.layers.0.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>1024</dim>
+					<dim>3072</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>4</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="389">
-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="388">
+					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>128</dim>
+					<dim>32</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="76" name="__module.model.layers.0.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="140243276" size="16" />
+		<layer id="118" name="__module.model.model.layers.0.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="113317914" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="77" name="__module.model.layers.0.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="119" name="__module.model.model.layers.0.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>128</dim>
+					<dim>32</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>4</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="390,key_states.5">
-					<dim>-1</dim>
-					<dim>8</dim>
+				<port id="2" precision="FP32" names="389,418,q.1,q.3">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="78" name="__module.model.layers.0.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
-			<data output_type="i32" />
+		<layer id="120" name="self.model.model.layers.0.self_attn.rotary_emb.cos_cached_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 96" offset="113317930" size="786432" />
+			<output>
+				<port id="0" precision="FP16" names="self.model.model.layers.0.self_attn.rotary_emb.cos_cached">
+					<dim>4096</dim>
+					<dim>96</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="121" name="self.model.model.layers.0.self_attn.rotary_emb.cos_cached" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+				<port id="0" precision="FP16">
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+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="I32">
-					<dim>4</dim>
+				<port id="1" precision="FP32">
+					<dim>4096</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="79" name="233" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="159265136" size="4" />
+		<layer id="122" name="__module.model.model.layers.0.self_attn.rotary_emb/aten::slice/Unsqueeze" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 			<output>
-				<port id="0" precision="I32" names="233" />
+				<port id="0" precision="I32">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="80" name="__module.model.layers.0.self_attn/aten::size/Constant_2" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="123" name="Constant_271143" type="Const" version="opset1">
+			<data element_type="i32" shape="3" offset="113317866" size="12" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
-				<port id="0" precision="I32" />
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-		<layer id="82" name="Constant_325499" type="Const" version="opset1">
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+		<layer id="124" name="Constant_271146" type="Const" version="opset1">
+			<data element_type="i32" shape="3" offset="114104362" size="12" />
+			<rt_info>
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+				<port id="0" precision="I32">
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 		</layer>
-		<layer id="83" name="Constant_325492" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
+		<layer id="125" name="Constant_271149" type="Const" version="opset1">
+			<data element_type="i32" shape="3" offset="113317878" size="12" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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-				<port id="0" precision="I64">
+		<layer id="126" name="__module.model.model.layers.0.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+			<data begin_mask="1, 1, 0" end_mask="1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+			<input>
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 					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>9216</dim>
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-		<layer id="85" name="Constant_325496" type="Const" version="opset1">
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+				<port id="1" precision="I32">
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+				<port id="2" precision="I32">
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+				<port id="3" precision="I32">
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+				<port id="4" precision="FP32" names="385,key_states.3">
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+				<port id="1" precision="I32">
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+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>96</dim>
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+			</output>
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+		<layer id="128" name="__module.model.model.layers.0.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
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 		</layer>
-		<layer id="87" name="Broadcast_325500" type="Broadcast" version="opset3">
-			<data mode="numpy" />
+		<layer id="129" name="__module.model.model.layers.0.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
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-				<port id="0" precision="FP32" />
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+					<dim>-1</dim>
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+					<dim>96</dim>
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+				<port id="1" precision="I32">
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+				<port id="2" precision="FP32" names="392,438,k.1,key_states.5">
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+		<layer id="130" name="__module.model.model.layers.0.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
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-					<dim>128</dim>
+				<port id="1" precision="I32">
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 		</layer>
-		<layer id="89" name="Constant_314093" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="4" size="8" />
+		<layer id="131" name="202" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="114104374" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 			<output>
-				<port id="0" precision="I64" />
+				<port id="0" precision="I32" names="202" />
+			</output>
+		</layer>
+		<layer id="132" name="__module.model.model.layers.0.self_attn/aten::size/Constant_2" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
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+				<port id="0" precision="I32" />
 			</output>
 		</layer>
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+		<layer id="133" name="__module.model.model.layers.0.self_attn/aten::size/Gather_2" type="Gather" version="opset8">
 			<data batch_dims="0" />
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-				<port id="1" precision="I32">
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+				<port id="0" precision="I32">
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 				</port>
-				<port id="2" precision="I64" />
+				<port id="1" precision="I32" />
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-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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+				<port id="3" precision="I32" names="396" />
 			</output>
 		</layer>
-		<layer id="91" name="__module.model/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+		<layer id="134" name="__module.model.model/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
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-					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
@@ -1258,13 +1768,16 @@
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 			</output>
 		</layer>
-		<layer id="92" name="__module.model/aten::size/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="135" name="__module.model.model/aten::size/Constant" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="93" name="__module.model/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="136" name="__module.model.model/aten::size/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -1274,26 +1787,29 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="306,396" />
+				<port id="3" precision="I32" names="302,398" />
 			</output>
 		</layer>
-		<layer id="94" name="__module.model.layers.0.self_attn/aten::add_/Add" type="Add" version="opset1">
+		<layer id="137" name="__module.model.model.layers.0.self_attn/aten::add_/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
 				<port id="1" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="I32" names="395,399,400,kv_seq_len.1" />
+				<port id="2" precision="I32" names="397,401,402,kv_seq_len.1" />
 			</output>
 		</layer>
-		<layer id="95" name="__module.model.layers.0.self_attn.rotary_emb/aten::slice/Constant" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="138" name="__module.model.model.layers.0.self_attn.rotary_emb/aten::slice/Constant" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="96" name="__module.model.layers.0.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="139" name="__module.model.model.layers.0.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 				<port id="1" precision="I32" />
@@ -1304,20 +1820,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="97" name="__module.model.layers.0.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="159265140" size="4" />
+		<layer id="140" name="__module.model.model.layers.0.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="98" name="__module.model.layers.0.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="141" name="__module.model.model.layers.0.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>1</dim>
@@ -1330,25 +1849,17 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="403,404,408,cos.1">
+				<port id="4" precision="FP32" names="405,406,410,cos.1">
 					<dim>-1</dim>
-					<dim>128</dim>
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-		<layer id="99" name="__module.model/prim::ListConstruct/Reshape" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="100" name="__module.model/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="142" name="__module.model.model/aten::size/ShapeOf_1" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="I64">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 				</port>
 			</input>
@@ -1358,19 +1869,25 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="101" name="234" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="159265140" size="4" />
+		<layer id="143" name="201" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="114104378" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
-				<port id="0" precision="I32" names="234" />
+				<port id="0" precision="I32" names="201" />
 			</output>
 		</layer>
-		<layer id="102" name="__module.model/aten::size/Constant" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="144" name="__module.model.model/aten::size/Constant_1" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="103" name="__module.model/aten::size/Gather" type="Gather" version="opset8">
+		<layer id="145" name="__module.model.model/aten::size/Gather_1" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -1380,66 +1897,129 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="301" />
+				<port id="3" precision="I32" names="297" />
 			</output>
 		</layer>
-		<layer id="104" name="Constant_178257" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="159265144" size="8" />
+		<layer id="146" name="__module.model.model/aten::add/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="I32" />
+				<port id="1" precision="I32" />
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 			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
+				<port id="2" precision="I32" names="304,312,key_value_length" />
 			</output>
 		</layer>
-		<layer id="105" name="__module.model/prim::ListConstruct/Reshape_0" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="147" name="__module.model.model/aten::arange/Constant" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="114104378" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="148" name="__module.model.model/aten::arange/Range" type="Range" version="opset4">
+			<data output_type="i64" />
 			<input>
 				<port id="0" precision="I32" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
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+				<port id="1" precision="I32" />
+				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="I32">
-					<dim>1</dim>
+				<port id="3" precision="I64" names="306,position_ids.1">
+					<dim>-1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="106" name="__module.model/prim::ListConstruct/Concat" type="Concat" version="opset1">
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-				<port id="0" precision="I32">
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-				</port>
-				<port id="1" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="149" name="208" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
 			<output>
-				<port id="2" precision="I32" names="308">
-					<dim>2</dim>
-				</port>
+				<port id="0" precision="I32" names="208" />
 			</output>
 		</layer>
-		<layer id="107" name="__module.model/aten::view/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="150" name="__module.model.model/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I64">
 					<dim>-1</dim>
-					<dim>-1</dim>
 				</port>
-				<port id="1" precision="I32">
-					<dim>2</dim>
+				<port id="1" precision="I32" />
+			</input>
+			<output>
+				<port id="2" precision="I64" names="307">
+					<dim>1</dim>
+					<dim>-1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="151" name="__module.model.model/prim::ListConstruct/Reshape" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98609096" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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+			<output>
+				<port id="0" precision="I32">
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="152" name="Constant_165696" type="Const" version="opset1">
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+			<rt_info>
+				<attribute name="precise" version="0" />
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+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="153" name="__module.model.model/prim::ListConstruct/Reshape_0" type="Reshape" version="opset1">
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+				<port id="0" precision="I32" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
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+			<output>
+				<port id="2" precision="I32">
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="154" name="__module.model.model/prim::ListConstruct/Concat" type="Concat" version="opset1">
+			<data axis="0" />
+			<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="I64" names="309,310,position_ids">
+				<port id="2" precision="I32" names="308">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="155" name="__module.model.model/aten::view/Reshape" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+					<dim>-1</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="309,position_ids">
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="108" name="__module.model.layers.0.self_attn/aten::index/Convert" type="Convert" version="opset1">
+		<layer id="156" name="__module.model.model.layers.0.self_attn/aten::index/Convert" type="Convert" version="opset1">
 			<data destination_type="i32" />
 			<input>
 				<port id="0" precision="I64">
@@ -1454,18 +2034,18 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="109" name="Constant_27901" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="157" name="Constant_16449" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="110" name="__module.model.layers.0.self_attn/aten::index/Gather" type="Gather" version="opset8">
+		<layer id="158" name="__module.model.model.layers.0.self_attn/aten::index/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>-1</dim>
@@ -1474,80 +2054,86 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="411">
+				<port id="3" precision="FP32" names="413">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="111" name="__module.model.layers.0.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="159" name="__module.model.model.layers.0.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="412,cos.3">
+				<port id="2" precision="FP32" names="414,419,439,cos.3,cos.5,cos.7">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="112" name="__module.model.layers.0.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="160" name="__module.model.model.layers.0.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="416">
+				<port id="2" precision="FP32" names="420">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="113" name="Constant_261153" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265152" size="16" />
+		<layer id="161" name="Constant_271154" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="114" name="Constant_261152" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="159265168" size="8" />
+		<layer id="162" name="Constant_271153" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="114104406" size="8" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="115" name="__module.model.layers.0.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="163" name="__module.model.model.layers.0.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
@@ -1556,19 +2142,25 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="116" name="221" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="159265176" size="4" />
+		<layer id="164" name="217" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="114104414" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
-				<port id="0" precision="I32" names="221" />
+				<port id="0" precision="I32" names="217" />
 			</output>
 		</layer>
-		<layer id="117" name="__module.model.layers.0.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="165" name="__module.model.model.layers.0.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="118" name="__module.model.layers.0.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="166" name="__module.model.model.layers.0.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -1578,16 +2170,19 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="417,422" />
+				<port id="3" precision="I32" names="421,426" />
 			</output>
 		</layer>
-		<layer id="119" name="Constant_47" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="159265136" size="4" />
+		<layer id="167" name="Constant_61" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="114104374" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
-				<port id="0" precision="I32" names="215" />
+				<port id="0" precision="I32" names="223" />
 			</output>
 		</layer>
-		<layer id="120" name="__module.model.layers.0.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="168" name="__module.model.model.layers.0.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32" />
@@ -1597,21 +2192,24 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="121" name="__module.model.layers.0.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="169" name="__module.model.model.layers.0.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 			</input>
 			<output>
-				<port id="1" precision="I32" names="419,420,424,425" />
+				<port id="1" precision="I32" names="423,424,428,429" />
 			</output>
 		</layer>
-		<layer id="122" name="__module.model.layers.0.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="170" name="__module.model.model.layers.0.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="123" name="__module.model.layers.0.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
+		<layer id="171" name="__module.model.model.layers.0.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 				<port id="1" precision="I32" />
@@ -1622,15 +2220,18 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="124" name="Constant_261151" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="172" name="Constant_271152" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="125" name="ScatterUpdate_261154" type="ScatterUpdate" version="opset3">
+		<layer id="173" name="ScatterUpdate_271155" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I32">
 					<dim>4</dim>
@@ -1651,30 +2252,36 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="126" name="Constant_261157" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="159265180" size="32" />
+		<layer id="174" name="Constant_271158" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="114104418" size="32" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="127" name="Constant_261160" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265212" size="16" />
+		<layer id="175" name="Constant_271161" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="128" name="__module.model.layers.0.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="176" name="__module.model.model.layers.0.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>4</dim>
@@ -1687,18 +2294,18 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="426,x2.1">
-					<dim>-1</dim>
+				<port id="4" precision="FP32" names="430,x2.1">
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="129" name="Constant_287943" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="159265228" size="4" />
+		<layer id="177" name="Constant_300127_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1, 1" offset="114104466" size="2" />
 			<output>
-				<port id="0" precision="FP32">
+				<port id="0" precision="FP16">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -1706,14 +2313,36 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="130" name="__module.model.layers.0.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="178" name="Constant_300127" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="179" name="__module.model.model.layers.0.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>1</dim>
@@ -1723,38 +2352,44 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="427">
-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="431">
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="131" name="Constant_261206" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265152" size="16" />
+		<layer id="180" name="Constant_271207" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="132" name="Constant_261211" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265212" size="16" />
+		<layer id="181" name="Constant_271212" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="133" name="__module.model.layers.0.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="182" name="__module.model.model.layers.0.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>4</dim>
@@ -1767,70 +2402,94 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="421">
-					<dim>-1</dim>
+				<port id="4" precision="FP32" names="425,x1.1">
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="134" name="__module.model.layers.0.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="183" name="__module.model.model.layers.0.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 				<port id="1" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="429">
-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="433,434">
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="135" name="self.model.layers.0.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
-			<data element_type="f32" shape="32768, 128" offset="159265232" size="16777216" />
+		<layer id="184" name="self.model.model.layers.0.self_attn.rotary_emb.sin_cached_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 96" offset="114104468" size="786432" />
 			<output>
-				<port id="0" precision="FP32" names="self.model.layers.0.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
-					<dim>128</dim>
+				<port id="0" precision="FP16" names="self.model.model.layers.0.self_attn.rotary_emb.sin_cached">
+					<dim>4096</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="136" name="__module.model.layers.0.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="185" name="self.model.model.layers.0.self_attn.rotary_emb.sin_cached" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>96</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>4096</dim>
+					<dim>96</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="186" name="__module.model.model.layers.0.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="137" name="__module.model.layers.0.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="159265140" size="4" />
+		<layer id="187" name="__module.model.model.layers.0.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="138" name="__module.model.layers.0.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="188" name="__module.model.model.layers.0.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>1</dim>
@@ -1843,24 +2502,24 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="405,406,409,sin.1">
+				<port id="4" precision="FP32" names="407,408,411,sin.1">
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="139" name="Constant_27904" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="189" name="Constant_16452" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="140" name="__module.model.layers.0.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
+		<layer id="190" name="__module.model.model.layers.0.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>-1</dim>
@@ -1869,129 +2528,138 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="414">
+				<port id="3" precision="FP32" names="416">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="141" name="__module.model.layers.0.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="191" name="__module.model.model.layers.0.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="415,sin.3">
+				<port id="2" precision="FP32" names="417,435,455,sin.3,sin.5,sin.7">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="142" name="__module.model.layers.0.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="192" name="__module.model.model.layers.0.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="430">
+				<port id="2" precision="FP32" names="436">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="143" name="__module.model.layers.0.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="193" name="__module.model.model.layers.0.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="431">
+				<port id="2" precision="FP32" names="437,458,q_embed.1,query_states.3">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="144" name="__module.model.layers.0.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="194" name="__module.model.model.layers.0.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
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-					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="432">
+				<port id="2" precision="FP32" names="440">
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="145" name="Constant_261256" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265152" size="16" />
+		<layer id="195" name="Constant_271257" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="146" name="Constant_261255" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="159265168" size="8" />
+		<layer id="196" name="Constant_271256" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="114104406" size="8" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="147" name="__module.model.layers.0.self_attn/aten::size/Constant_7" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="197" name="__module.model.model.layers.0.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="148" name="__module.model.layers.0.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="198" name="__module.model.model.layers.0.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -2001,10 +2669,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="433,438" />
+				<port id="3" precision="I32" names="441,446" />
 			</output>
 		</layer>
-		<layer id="149" name="__module.model.layers.0.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="199" name="__module.model.model.layers.0.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32" />
@@ -2014,21 +2682,24 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="150" name="__module.model.layers.0.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="200" name="__module.model.model.layers.0.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 			</input>
 			<output>
-				<port id="1" precision="I32" names="435,436,440,441" />
+				<port id="1" precision="I32" names="443,444,448,449" />
 			</output>
 		</layer>
-		<layer id="151" name="__module.model.layers.0.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="201" name="__module.model.model.layers.0.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="152" name="__module.model.layers.0.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
+		<layer id="202" name="__module.model.model.layers.0.self_attn/aten::slice/Unsqueeze_21" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 				<port id="1" precision="I32" />
@@ -2039,15 +2710,18 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="153" name="Constant_261254" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="203" name="Constant_271255" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="154" name="ScatterUpdate_261257" type="ScatterUpdate" version="opset3">
+		<layer id="204" name="ScatterUpdate_271258" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I32">
 					<dim>4</dim>
@@ -2068,30 +2742,36 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="155" name="Constant_261260" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="159265180" size="32" />
+		<layer id="205" name="Constant_271261" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="114104418" size="32" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="156" name="Constant_261263" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265212" size="16" />
+		<layer id="206" name="Constant_271264" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="157" name="__module.model.layers.0.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
+		<layer id="207" name="__module.model.model.layers.0.self_attn/aten::slice/Slice_4" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>4</dim>
@@ -2104,18 +2784,40 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="442,x2.3">
-					<dim>-1</dim>
-					<dim>8</dim>
+				<port id="4" precision="FP32" names="450,x2.3">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="158" name="Constant_287944" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="159265228" size="4" />
+		<layer id="208" name="Constant_300128_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1, 1" offset="114104466" size="2" />
 			<output>
-				<port id="0" precision="FP32">
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="209" name="Constant_300128" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -2123,14 +2825,14 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="159" name="__module.model.layers.0.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="210" name="__module.model.model.layers.0.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>1</dim>
@@ -2140,38 +2842,44 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="443">
-					<dim>-1</dim>
-					<dim>8</dim>
+				<port id="2" precision="FP32" names="451">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="160" name="Constant_261309" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265152" size="16" />
+		<layer id="211" name="Constant_271310" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="161" name="Constant_261314" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265212" size="16" />
+		<layer id="212" name="Constant_271315" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="162" name="__module.model.layers.0.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
+		<layer id="213" name="__module.model.model.layers.0.self_attn/aten::slice/Slice_5" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>4</dim>
@@ -2184,271 +2892,362 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="437">
-					<dim>-1</dim>
-					<dim>8</dim>
+				<port id="4" precision="FP32" names="445,x1.3">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="163" name="__module.model.layers.0.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="214" name="__module.model.model.layers.0.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
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@@ -2461,104 +3260,101 @@
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+		<layer id="238" name="__module.model.model/prim::ListConstruct/Reshape_0_1" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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+				<port id="0" precision="I32">
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 		</layer>
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+		<layer id="239" name="Constant_263037" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 				<port id="0" precision="I32">
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 		</layer>
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="240" name="__module.model.model/aten::size/Constant_3" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="187" name="__module.model.layers.0.self_attn/aten::size/Gather_8" type="Gather" version="opset8">
+		<layer id="241" name="__module.model.model/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
-					<dim>4</dim>
+					<dim>2</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>1</dim>
@@ -2566,174 +3362,297 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="455">
+				<port id="3" precision="I32" names="346">
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 			</output>
 		</layer>
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="242" name="__module.model.model/prim::ListConstruct/Concat_1" type="Concat" version="opset1">
+			<data axis="0" />
+			<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">
+					<dim>1</dim>
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 			<output>
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+				<port id="4" precision="I32" names="351">
+					<dim>4</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="189" name="__module.model.layers.0.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="243" name="__module.model.model/aten::expand/Abs" type="Abs" version="opset1">
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 				<port id="0" precision="I32">
 					<dim>4</dim>
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-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="456" />
+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="190" name="Constant_178259" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="159265144" size="8" />
-			<output>
+		<layer id="244" name="__module.model.model/aten::expand/Broadcast" type="Broadcast" version="opset3">
+			<data mode="bidirectional" />
+			<input>
 				<port id="0" precision="I64">
 					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
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+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="352">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>-1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data special_zero="false" />
+		<layer id="245" name="__module.model.model/aten::to/Convert" type="Convert" version="opset1">
+			<data destination_type="f32" />
 			<input>
-				<port id="0" precision="I32" />
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+				<port id="0" precision="I64">
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+					<dim>-1</dim>
+					<dim>-1</dim>
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 			</input>
 			<output>
-				<port id="2" precision="I32">
-					<dim>1</dim>
+				<port id="1" precision="FP32" names="353">
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+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>-1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="i32" shape="1" offset="176042560" size="4" />
+		<layer id="246" name="Constant_300130_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1, 1" offset="98609092" size="2" />
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+					<dim>1</dim>
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 		</layer>
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-			<output>
-				<port id="0" precision="I32">
-					<dim>2</dim>
+		<layer id="247" name="Constant_300130" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
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+				<port id="0" precision="FP16">
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-		</layer>
-		<layer id="194" name="Constant_254511" type="Const" version="opset1">
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+			</input>
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+					<dim>1</dim>
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+					<dim>1</dim>
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 			</output>
 		</layer>
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-			<data batch_dims="0" />
+		<layer id="248" name="__module.model.model/aten::rsub/Multiply" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
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 			<output>
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+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>-1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data axis="0" />
+		<layer id="249" name="__module.model.model/aten::rsub/Subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="I32">
+				<port id="0" precision="FP32">
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 					<dim>1</dim>
 				</port>
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+				<port id="1" precision="FP32">
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+					<dim>-1</dim>
+					<dim>-1</dim>
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 				</port>
 			</input>
 			<output>
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-					<dim>5</dim>
+				<port id="2" precision="FP32" names="354,inverted_mask">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>-1</dim>
 				</port>
 			</output>
 		</layer>
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+		<layer id="250" name="__module.model.model/aten::to/Convert_1" type="Convert" version="opset1">
+			<data destination_type="boolean" />
 			<input>
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+				<port id="0" precision="FP32">
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 			<output>
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+				<port id="1" precision="BOOL" names="355">
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+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>-1</dim>
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 			</output>
 		</layer>
-		<layer id="198" name="__module.model.layers.0.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
-			<data mode="bidirectional" />
+		<layer id="251" name="__module.model.model/aten::masked_fill/ConvertLike" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="114890910" size="4" />
+			<output>
+				<port id="0" precision="FP32" />
+			</output>
+		</layer>
+		<layer id="252" name="__module.model.model/aten::masked_fill/Select" type="Select" version="opset1">
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 				</port>
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+				<port id="3" precision="FP32" names="356,357,expanded_attn_mask">
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+					<dim>-1</dim>
+					<dim>-1</dim>
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+		<layer id="253" name="__module.model.model/aten::to/Convert_3" type="Convert" version="opset1">
+			<data destination_type="boolean" />
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 					<dim>-1</dim>
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 		</layer>
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+		<layer id="254" name="__module.model.model/aten::masked_fill/ConvertLike_1" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="114890910" size="4" />
+			<output>
+				<port id="0" precision="FP32" />
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+		<layer id="255" name="__module.model.model/aten::tril/Constant" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="256" name="__module.model.model/aten::ones_like/Convert" type="Const" version="opset1">
+			<data element_type="boolean" shape="" offset="114890914" size="1" />
+			<output>
+				<port id="0" precision="BOOL" />
+			</output>
+		</layer>
+		<layer id="257" name="__module.model.model/aten::zeros/Convert_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="" offset="114890915" size="2" />
+			<output>
+				<port id="0" precision="FP16" />
+			</output>
+		</layer>
+		<layer id="258" name="__module.model.model/aten::zeros/Convert" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<output>
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+				<port id="1" precision="FP32" />
 			</output>
 		</layer>
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+		<layer id="259" name="__module.model.model/aten::sub/Subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
 				<port id="1" precision="I32" />
 			</input>
 			<output>
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+				<port id="2" precision="I32" names="314,315,past_key_values_length" />
 			</output>
 		</layer>
-		<layer id="201" name="Constant_178264" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="159265144" size="8" />
+		<layer id="260" name="Constant_165702" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="114104382" size="8" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="202" name="__module.model.layers.0.self_attn/prim::ListConstruct/Reshape_0_3" type="Reshape" version="opset1">
+		<layer id="261" name="__module.model.model/prim::ListConstruct/Reshape_0_2" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I32" />
@@ -2747,7 +3666,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="203" name="__module.model.layers.0.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="262" name="__module.model.model/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -2756,654 +3675,743 @@
 				<port id="1" precision="I32">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I32">
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 			</input>
 			<output>
-				<port id="3" precision="I32" names="469">
-					<dim>4</dim>
+				<port id="2" precision="I32" names="327">
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 			</output>
 		</layer>
-		<layer id="204" name="__module.model.layers.0.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="263" name="__module.model.model/aten::zeros/Broadcast" type="Broadcast" version="opset3">
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 				<port id="1" precision="I32">
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+					<dim>2</dim>
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="328">
 					<dim>-1</dim>
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 					<dim>-1</dim>
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 		</layer>
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-			<data element_type="i64" shape="1" offset="4" size="8" />
+		<layer id="264" name="__module.model.model/aten::arange/Constant_1" type="Const" version="opset1">
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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="265" name="211" type="Const" version="opset1">
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 			<output>
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+				<port id="0" precision="FP32" names="211" />
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 		</layer>
-		<layer id="209" name="Concat_325510" type="Concat" version="opset1">
+		<layer id="266" name="__module.model.model/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
 			<data axis="0" />
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@@ -3417,46 +4425,7 @@
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@@ -3469,796 +4438,1116 @@
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@@ -4287,643 +5576,367 @@
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@@ -4992,30 +6025,30 @@
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@@ -5024,185 +6057,185 @@
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@@ -5210,37288 +6243,523 @@
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 		</layer>
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-			<data destination_type="f32" />
+		<layer id="458" name="__module.model.model.layers.1.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
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-					<dim>4096</dim>
+				<port id="0" precision="FP32">
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-					<dim>1024</dim>
-					<dim>4096</dim>
+				<port id="1" precision="I32">
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="1024, 1" offset="1634828964" size="1024" />
+		<layer id="459" name="__module.model.model.layers.1.self_attn/aten::size/Constant_2" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
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+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
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-					<dim>1024</dim>
-					<dim>1</dim>
-				</port>
+				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2960" name="Convert_332757" type="Convert" version="opset1">
-			<data destination_type="f32" />
+		<layer id="460" name="__module.model.model.layers.1.self_attn/aten::size/Gather_2" type="Gather" version="opset8">
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 			<input>
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-					<dim>1</dim>
+				<port id="0" precision="I32">
+					<dim>4</dim>
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+				<port id="1" precision="I32" />
+				<port id="2" precision="I32" />
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 			<output>
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-					<dim>1</dim>
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+				<port id="3" precision="I32" names="553" />
 			</output>
 		</layer>
-		<layer id="2961" name="Subtract_332758" type="Subtract" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="461" name="__module.model.model.layers.1.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+			<data output_type="i32" />
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-					<dim>4096</dim>
-				</port>
-				<port id="1" precision="FP32">
-					<dim>1024</dim>
 					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
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 			</input>
 			<output>
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-					<dim>1024</dim>
-					<dim>4096</dim>
+				<port id="1" precision="I32">
+					<dim>4</dim>
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 			</output>
 		</layer>
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-			<data element_type="f32" shape="1024, 1" offset="1634829988" size="4096" />
+		<layer id="462" name="__module.model.model.layers.1.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
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-					<dim>1024</dim>
-					<dim>1</dim>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="463" name="__module.model.model.layers.1.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I32">
+					<dim>4</dim>
 				</port>
+				<port id="1" precision="I32" />
+				<port id="2" precision="I32" />
+			</input>
+			<output>
+				<port id="3" precision="I32" names="555" />
 			</output>
 		</layer>
-		<layer id="2963" name="self.model.layers.10.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="464" name="__module.model.model.layers.1.self_attn/aten::add_/Add" type="Add" version="opset1">
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-				<port id="1" precision="FP32">
-					<dim>1024</dim>
-					<dim>1</dim>
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+				<port id="0" precision="I32" />
+				<port id="1" precision="I32" />
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 			<output>
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-					<dim>1024</dim>
-					<dim>4096</dim>
-				</port>
+				<port id="2" precision="I32" names="554,558,559,kv_seq_len.3" />
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 		</layer>
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-				<port id="1" precision="FP32">
-					<dim>1024</dim>
-					<dim>4096</dim>
-				</port>
-			</input>
+		<layer id="465" name="__module.model.model.layers.1.self_attn.rotary_emb/aten::slice/Constant" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
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-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>1024</dim>
-				</port>
+				<port id="0" precision="I32" />
 			</output>
 		</layer>
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-			<data element_type="i32" shape="1" offset="159265132" size="4" />
+		<layer id="466" name="__module.model.model.layers.1.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
+			<input>
+				<port id="0" precision="I32" />
+				<port id="1" precision="I32" />
+			</input>
 			<output>
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+				<port id="2" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2966" name="__module.model.layers.10.self_attn/prim::ListConstruct/Reshape_2_1" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="140243272" size="4" />
+		<layer id="467" name="__module.model.model.layers.1.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2967" name="__module.model.layers.10.self_attn/prim::ListConstruct/Concat_1" type="Concat" version="opset1">
-			<data axis="0" />
+		<layer id="468" name="__module.model.model.layers.1.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
-				<port id="0" precision="I32">
-					<dim>2</dim>
+				<port id="0" precision="FP32">
+					<dim>4096</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>1</dim>
@@ -42499,71 +6767,117 @@
 				<port id="2" precision="I32">
 					<dim>1</dim>
 				</port>
+				<port id="3" precision="I32">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
-				<port id="3" precision="I32" names="2091,2094">
-					<dim>4</dim>
+				<port id="4" precision="FP32" names="562,563,567,cos.9">
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2968" name="__module.model.layers.10.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="469" name="Constant_16455" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="470" name="__module.model.model.layers.1.self_attn/aten::index/Gather" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>1024</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
-					<dim>4</dim>
+					<dim>-1</dim>
+					<dim>-1</dim>
 				</port>
+				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2092">
+				<port id="3" precision="FP32" names="570">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2969" name="__module.model.layers.10.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="140243276" size="16" />
+		<layer id="471" name="__module.model.model.layers.1.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
+				</port>
+				<port id="1" precision="I32" />
+			</input>
 			<output>
-				<port id="0" precision="I32">
-					<dim>4</dim>
+				<port id="2" precision="FP32" names="571,576,596,cos.11,cos.13,cos.15">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2970" name="__module.model.layers.10.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="472" name="__module.model.model.layers.1.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
-				<port id="1" precision="I32">
-					<dim>4</dim>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2093,key_states.47">
+				<port id="2" precision="FP32" names="577">
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="473" name="Constant_271433" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2971" name="__module.model.layers.10.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+		<layer id="474" name="Constant_271432" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="114104406" size="8" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="475" name="__module.model.model.layers.1.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
@@ -42572,13 +6886,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2972" name="__module.model.layers.10.self_attn/aten::size/Constant_2" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="476" name="__module.model.model.layers.1.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2973" name="__module.model.layers.10.self_attn/aten::size/Gather_2" type="Gather" version="opset8">
+		<layer id="477" name="__module.model.model.layers.1.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -42588,202 +6905,317 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="2097" />
+				<port id="3" precision="I32" names="578,583" />
 			</output>
 		</layer>
-		<layer id="2974" name="Constant_325772" type="Const" version="opset1">
-			<data element_type="f32" shape="" offset="0" size="4" />
+		<layer id="478" name="__module.model.model.layers.1.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
+			<input>
+				<port id="0" precision="I32" />
+				<port id="1" precision="I32" />
+			</input>
 			<output>
-				<port id="0" precision="FP32" />
+				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2975" name="Constant_325765" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
+		<layer id="479" name="__module.model.model.layers.1.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+			<input>
+				<port id="0" precision="I32" />
+			</input>
 			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
+				<port id="1" precision="I32" names="580,581,585,586" />
 			</output>
 		</layer>
-		<layer id="2976" name="Constant_325767" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="4" size="8" />
+		<layer id="480" name="__module.model.model.layers.1.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
-				<port id="0" precision="I64">
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="481" name="__module.model.model.layers.1.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
+			<input>
+				<port id="0" precision="I32" />
+				<port id="1" precision="I32" />
+			</input>
+			<output>
+				<port id="2" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2977" name="Constant_325769" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="20" size="8" />
+		<layer id="482" name="Constant_271431" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
-				<port id="0" precision="I64">
+				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2978" name="Concat_325770" type="Concat" version="opset1">
-			<data axis="0" />
+		<layer id="483" name="ScatterUpdate_271434" type="ScatterUpdate" version="opset3">
 			<input>
-				<port id="0" precision="I64">
-					<dim>1</dim>
+				<port id="0" precision="I32">
+					<dim>4</dim>
 				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
+				<port id="2" precision="I32">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I64">
+				<port id="3" precision="I32">
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64">
+				<port id="4" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2979" name="Broadcast_325773" type="Broadcast" version="opset3">
-			<data mode="numpy" />
-			<input>
-				<port id="0" precision="FP32" />
-				<port id="1" precision="I64">
+		<layer id="484" name="Constant_271437" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="114104418" size="32" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
-			</input>
+			</output>
+		</layer>
+		<layer id="485" name="Constant_271440" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 			<output>
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-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>0</dim>
-					<dim>128</dim>
+				<port id="0" precision="I32">
+					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2980" name="ReadValue_319822" type="ReadValue" version="opset6">
-			<data variable_id="past_key_values.10.keypresent.10.key" variable_type="f32" variable_shape="?,8,?,128" />
+		<layer id="486" name="__module.model.model.layers.1.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
+			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
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 		</layer>
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+		<layer id="492" name="__module.model.model.layers.1.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
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+				<port id="0" precision="FP32">
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+				<port id="4" precision="FP32" names="582,x1.5">
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 		</layer>
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+		<layer id="493" name="__module.model.model.layers.1.self_attn/aten::cat/Concat" type="Concat" version="opset1">
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+				<port id="2" precision="FP32" names="590,591">
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 		</layer>
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+		<layer id="494" name="self.model.model.layers.1.self_attn.rotary_emb.sin_cached_compressed" type="Const" version="opset1">
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+					<dim>96</dim>
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 		</layer>
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+		<layer id="495" name="self.model.model.layers.1.self_attn.rotary_emb.sin_cached" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
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 			<output>
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+					<dim>96</dim>
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+			</output>
+		</layer>
+		<layer id="496" name="__module.model.model.layers.1.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
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 				</port>
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 		</layer>
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-			<data element_type="i32" shape="1" offset="159265140" size="4" />
+		<layer id="497" name="__module.model.model.layers.1.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
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 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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+		<layer id="498" name="__module.model.model.layers.1.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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 				<port id="0" precision="FP32">
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+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>1</dim>
@@ -42796,24 +7228,24 @@
 				</port>
 			</input>
 			<output>
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 		</layer>
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="499" name="Constant_16458" type="Const" version="opset1">
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 				<port id="0" precision="I32" />
 			</output>
 		</layer>
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+		<layer id="500" name="__module.model.model.layers.1.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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 				<port id="1" precision="I32">
 					<dim>-1</dim>
@@ -42822,95 +7254,138 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
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 					<dim>-1</dim>
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 		</layer>
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+		<layer id="501" name="__module.model.model.layers.1.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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 				<port id="1" precision="I32" />
 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
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 			</output>
 		</layer>
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+		<layer id="502" name="__module.model.model.layers.1.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
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 					<dim>-1</dim>
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 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
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 		</layer>
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-				<port id="0" precision="I32">
-					<dim>4</dim>
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+			<data auto_broadcast="numpy" />
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+					<dim>32</dim>
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 			<output>
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 		</layer>
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-			<data output_type="i32" />
+		<layer id="504" name="__module.model.model.layers.1.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
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 					<dim>32</dim>
 					<dim>-1</dim>
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="597">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
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+		<layer id="505" name="Constant_271536" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
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+				<attribute name="precise" version="0" />
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+				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2998" name="__module.model.layers.10.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="506" name="Constant_271535" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="114104406" size="8" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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+				<port id="0" precision="I64">
+					<dim>1</dim>
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+			</output>
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+		<layer id="507" name="__module.model.model.layers.1.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -42920,10 +7395,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="2120,2125" />
+				<port id="3" precision="I32" names="598,603" />
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 		</layer>
-		<layer id="3000" name="__module.model.layers.10.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32" />
@@ -42933,21 +7408,24 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3001" name="__module.model.layers.10.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="510" name="__module.model.model.layers.1.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 			</input>
 			<output>
-				<port id="1" precision="I32" names="2122,2123,2127,2128" />
+				<port id="1" precision="I32" names="600,601,605,606" />
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 		</layer>
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="511" name="__module.model.model.layers.1.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3003" name="__module.model.layers.10.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
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@@ -42958,15 +7436,18 @@
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 		</layer>
-		<layer id="3004" name="Constant_263988" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="513" name="Constant_271534" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
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+				<attribute name="precise" version="0" />
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 			</output>
 		</layer>
-		<layer id="3005" name="ScatterUpdate_263991" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I32">
 					<dim>4</dim>
@@ -42987,30 +7468,36 @@
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 		</layer>
-		<layer id="3006" name="Constant_263994" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="159265180" size="32" />
+		<layer id="515" name="Constant_271540" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="114104418" size="32" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="3007" name="Constant_263997" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265212" size="16" />
+		<layer id="516" name="Constant_271543" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 			<output>
 				<port id="0" precision="I32">
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 			</output>
 		</layer>
-		<layer id="3008" name="__module.model.layers.10.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="517" name="__module.model.model.layers.1.self_attn/aten::slice/Slice_4" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
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 				<port id="1" precision="I32">
 					<dim>4</dim>
@@ -43023,18 +7510,251 @@
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2129,x2.41">
+				<port id="4" precision="FP32" names="607,x2.7">
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+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>48</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="518" name="Constant_300142_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1, 1" offset="114104466" size="2" />
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+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="519" name="Constant_300142" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
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+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="520" name="__module.model.model.layers.1.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
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+					<dim>32</dim>
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+					<dim>1</dim>
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+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>48</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="521" name="Constant_271589" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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+				<port id="0" precision="I32">
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+		<layer id="522" name="Constant_271594" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
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+				<attribute name="precise" version="0" />
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+				<port id="0" precision="I32">
+					<dim>4</dim>
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+		</layer>
+		<layer id="523" name="__module.model.model.layers.1.self_attn/aten::slice/Slice_5" type="StridedSlice" version="opset1">
+			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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+		<layer id="524" name="__module.model.model.layers.1.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
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+		<layer id="525" name="__module.model.model.layers.1.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
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+			<data auto_broadcast="numpy" />
+			<input>
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+				<port id="0" precision="FP32">
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+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="528" name="__module.model.model.layers.1.self_attn/aten::matmul/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
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+				<port id="0" precision="FP32">
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+					<dim>32</dim>
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+					<dim>-1</dim>
+					<dim>96</dim>
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+				<port id="2" precision="FP32" names="622">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
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 		</layer>
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-			<data element_type="f32" shape="1, 1, 1, 1" offset="159265228" size="4" />
+		<layer id="529" name="Constant_300143_compressed" type="Const" version="opset1">
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 			<output>
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 					<dim>1</dim>
 					<dim>1</dim>
@@ -43042,14 +7762,36 @@
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-		<layer id="3010" name="__module.model.layers.10.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="530" name="Constant_300143" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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+					<dim>1</dim>
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+					<dim>1</dim>
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="531" name="__module.model.model.layers.1.self_attn/aten::div/Divide" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
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 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
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+					<dim>-1</dim>
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@@ -43059,935 +7801,1073 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2130">
+				<port id="2" precision="FP32" names="623,attn_weights.5">
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 					<dim>32</dim>
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-			<output>
-				<port id="0" precision="I32">
-					<dim>4</dim>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="532" name="__module.model.model.layers.1.self_attn/aten::add/Add_2" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
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 					<dim>32</dim>
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-				<port id="2" precision="I32">
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
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 		</layer>
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+		<layer id="533" name="__module.model.model.layers.1.self_attn/aten::softmax/Softmax" type="SoftMax" version="opset8">
 			<data axis="-1" />
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 			<output>
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 					<dim>32</dim>
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 		</layer>
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-					<dim>128</dim>
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 		</layer>
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+		<layer id="594" name="__module.model.model.layers.1.mlp/prim::ListUnpack/Add" type="Add" version="opset1">
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+		<layer id="595" name="Constant_26963" type="Const" version="opset1">
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+		<layer id="596" name="__module.model.model.layers.1.mlp/prim::ListUnpack/Broadcast" type="Broadcast" version="opset3">
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 				<port id="0" precision="I32">
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 			</input>
 			<output>
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+				<port id="2" precision="I32">
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+				</port>
+			</output>
+		</layer>
+		<layer id="597" name="Constant_26955" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98609096" size="4" />
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+				<port id="0" precision="I32">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3076" name="__module.model.layers.10.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="598" name="__module.model.model.layers.1.mlp/prim::ListUnpack/Concat" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -43996,2312 +8876,2485 @@
 				<port id="1" precision="I32">
 					<dim>1</dim>
 				</port>
+			</input>
+			<output>
 				<port id="2" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="599" name="__module.model.model.layers.1.mlp/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
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+				<port id="0" precision="FP32">
 					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>16384</dim>
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+				<port id="1" precision="I32" />
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 					<dim>2</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I32" names="2165">
-					<dim>5</dim>
+				<port id="3" precision="FP32" names="659,input.27">
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+					<dim>8192</dim>
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+				<port id="4" precision="FP32" names="660,y.7">
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+					<dim>-1</dim>
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 		</layer>
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+		<layer id="600" name="__module.model.model.layers.1.mlp.activation_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
-				<port id="0" precision="I32">
-					<dim>5</dim>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>-1</dim>
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 			</input>
 			<output>
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-					<dim>5</dim>
+				<port id="1" precision="FP32" names="661">
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+					<dim>-1</dim>
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-		<layer id="3078" name="__module.model.layers.10.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
-			<data mode="bidirectional" />
+		<layer id="601" name="__module.model.model.layers.1.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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-					<dim>8</dim>
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-					<dim>8</dim>
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+				<port id="2" precision="FP32" names="662,input.29">
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 					<dim>-1</dim>
+					<dim>8192</dim>
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+			</output>
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+		<layer id="602" name="self.model.model.layers.1.mlp.down_proj.weight_compressed" type="Const" version="opset1">
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-			<data auto_broadcast="numpy" />
+		<layer id="603" name="Convert_19536" type="Convert" version="opset1">
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+					<dim>64</dim>
+					<dim>128</dim>
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+		<layer id="604" name="self.model.model.layers.1.mlp.down_proj.weight_compressed/zero_point" type="Const" version="opset1">
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+		<layer id="605" name="Convert_19538" type="Convert" version="opset1">
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 			<input>
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-				<port id="1" precision="I64">
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 			<input>
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 			</input>
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+		<layer id="607" name="self.model.model.layers.1.mlp.down_proj.weight_compressed/scale" type="Const" version="opset1">
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+					<dim>64</dim>
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+		<layer id="608" name="self.model.model.layers.1.mlp.down_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
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 				<port id="0" precision="I64">
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+		<layer id="752" name="__module.model.model.layers.2.self_attn/prim::ListConstruct/Reshape_1_3" type="Const" version="opset1">
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@@ -46310,531 +11363,770 @@
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+		<layer id="955" name="__module.model.model.layers.3.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
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 					<dim>-1</dim>
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 				</port>
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+			</output>
+		</layer>
+		<layer id="956" name="__module.model.model.layers.3.self_attn/aten::matmul/MatMul_1" type="MatMul" version="opset1">
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 			<output>
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+		<layer id="957" name="__module.model.model.layers.3.self_attn/aten::transpose/ScatterElementsUpdate_4" type="Const" version="opset1">
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 			</output>
 		</layer>
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+		<layer id="958" name="__module.model.model.layers.3.self_attn/aten::transpose/Transpose_4" type="Transpose" version="opset1">
 			<input>
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 					<dim>-1</dim>
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 			</input>
 			<output>
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-			<data element_type="i32" shape="1" offset="180242048" size="4" />
+		<layer id="959" name="__module.model.model.layers.3.self_attn/prim::ListConstruct/Reshape_1_3" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114890950" size="4" />
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 		</layer>
-		<layer id="3427" name="__module.model.layers.11.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
+		<layer id="960" name="__module.model.model.layers.3.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
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 			<input>
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@@ -49075,154 +14667,154 @@
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 			<output>
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+				<port id="2" precision="I32" names="939">
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 		</layer>
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+		<layer id="961" name="__module.model.model.layers.3.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="false" />
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 					<dim>32</dim>
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+					<dim>3072</dim>
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-			<data element_type="u4" shape="4096, 32, 128" offset="1765559972" size="8388608" />
+		<layer id="962" name="self.model.model.layers.3.self_attn.o_proj.weight_compressed" type="Const" version="opset1">
+			<data element_type="u4" shape="3072, 24, 128" offset="291432698" size="4718592" />
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-					<dim>32</dim>
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+					<dim>24</dim>
 					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="3430" name="Convert_332843" type="Convert" version="opset1">
-			<data destination_type="f32" />
+		<layer id="963" name="Convert_19596" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
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-					<dim>32</dim>
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 					<dim>128</dim>
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 			</input>
 			<output>
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-					<dim>4096</dim>
-					<dim>32</dim>
+				<port id="1" precision="FP16">
+					<dim>3072</dim>
+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u4" shape="4096, 32, 1" offset="1773948580" size="65536" />
+		<layer id="964" name="self.model.model.layers.3.self_attn.o_proj.weight_compressed/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="3072, 24, 1" offset="296151290" size="36864" />
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 				<port id="0" precision="U4">
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-					<dim>32</dim>
+					<dim>3072</dim>
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 			</output>
 		</layer>
-		<layer id="3432" name="Convert_332845" type="Convert" version="opset1">
-			<data destination_type="f32" />
+		<layer id="965" name="Convert_19598" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
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-					<dim>32</dim>
+					<dim>3072</dim>
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 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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-					<dim>4096</dim>
-					<dim>32</dim>
+				<port id="1" precision="FP16">
+					<dim>3072</dim>
+					<dim>24</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3433" name="Subtract_332846" type="Subtract" version="opset1">
+		<layer id="966" name="Subtract_19599" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="FP32">
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-					<dim>32</dim>
+				<port id="0" precision="FP16">
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 					<dim>128</dim>
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-					<dim>4096</dim>
-					<dim>32</dim>
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+					<dim>24</dim>
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 			</input>
 			<output>
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-					<dim>4096</dim>
-					<dim>32</dim>
+				<port id="2" precision="FP16">
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+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f32" shape="4096, 32, 1" offset="1774014116" size="524288" />
+		<layer id="967" name="self.model.model.layers.3.self_attn.o_proj.weight_compressed/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="3072, 24, 1" offset="296188154" size="147456" />
 			<output>
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-					<dim>32</dim>
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+					<dim>24</dim>
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 			</output>
 		</layer>
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+		<layer id="968" name="self.model.model.layers.3.self_attn.o_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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-					<dim>4096</dim>
-					<dim>32</dim>
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+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
-					<dim>4096</dim>
-					<dim>32</dim>
+				<port id="1" precision="FP16">
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+					<dim>24</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
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-					<dim>4096</dim>
-					<dim>32</dim>
+				<port id="2" precision="FP16">
+					<dim>3072</dim>
+					<dim>24</dim>
 					<dim>128</dim>
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 		</layer>
-		<layer id="3436" name="Constant_332850" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="140243244" size="16" />
+		<layer id="969" name="Constant_19603" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 				</port>
 			</output>
 		</layer>
-		<layer id="3437" name="Reshape_332851" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>4096</dim>
-					<dim>32</dim>
+				<port id="0" precision="FP16">
+					<dim>3072</dim>
+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
@@ -49230,92 +14822,170 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32">
-					<dim>4096</dim>
-					<dim>4096</dim>
+				<port id="2" precision="FP16">
+					<dim>3072</dim>
+					<dim>3072</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="971" name="self.model.model.layers.3.self_attn.o_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>3072</dim>
+					<dim>3072</dim>
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+			<output>
+				<port id="1" precision="FP32">
+					<dim>3072</dim>
+					<dim>3072</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3438" name="__module.model.layers.11.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="972" name="__module.model.model.layers.3.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
 					<dim>-1</dim>
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+					<dim>3072</dim>
 				</port>
 				<port id="1" precision="FP32">
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-					<dim>4096</dim>
+					<dim>3072</dim>
+					<dim>3072</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2363,2365,hidden_states.349">
-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="942,944,input.55">
+					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>3072</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3439" name="__module.model.layers.11/aten::add/Add" type="Add" version="opset1">
+		<layer id="973" name="__module.model.model.layers.3/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>3072</dim>
 				</port>
 				<port id="1" precision="FP32">
+					<dim>1</dim>
 					<dim>-1</dim>
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-					<dim>4096</dim>
+					<dim>3072</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2368,2370,2381,hidden_states.351,hidden_states.353">
-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="948,950,961,hidden_states.87,hidden_states.89">
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 					<dim>-1</dim>
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+					<dim>3072</dim>
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 			</output>
 		</layer>
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-			<data element_type="f32" shape="1, 1, 4096" offset="1774538404" size="16384" />
+		<layer id="974" name="Constant_300169_compressed" type="Const" version="opset1">
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 			<output>
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 					<dim>1</dim>
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-			<data element_type="f32" shape="1, 1, 1" offset="131264796" size="4" />
+		<layer id="975" name="Constant_300169" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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+			<input>
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+					<dim>1</dim>
+					<dim>3072</dim>
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 			<output>
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+				<port id="1" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>3072</dim>
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+		<layer id="976" name="Constant_300168_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1" offset="98609092" size="2" />
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 					<dim>1</dim>
 					<dim>1</dim>
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-			<data element_type="f32" shape="1, 1, 1" offset="131264800" size="4" />
+		<layer id="977" name="Constant_300168" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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+			<input>
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 			<output>
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+					<dim>1</dim>
+					<dim>1</dim>
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+		<layer id="978" name="Constant_300166_compressed" type="Const" version="opset1">
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+		<layer id="979" name="Constant_300166" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 					<dim>1</dim>
 					<dim>1</dim>
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@@ -49324,56 +14994,76 @@
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-			<data element_type="i32" shape="1" offset="131264804" size="4" />
+		<layer id="981" name="Constant_1908" type="Const" version="opset1">
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+		<layer id="982" name="__module.model.model.layers.3.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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+		<layer id="984" name="Constant_300167" type="Convert" version="opset1">
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+		<layer id="985" name="__module.model.model.layers.3.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
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@@ -49384,30 +15074,30 @@
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 		</layer>
-		<layer id="3448" name="__module.model.layers.11.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="986" name="__module.model.model.layers.3.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
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@@ -49416,185 +15106,185 @@
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+		<layer id="988" name="__module.model.model.layers.3.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
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+		<layer id="989" name="__module.model.model.layers.3.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
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+		<layer id="990" name="self.model.model.layers.3.mlp.gate_up_proj.weight_compressed" type="Const" version="opset1">
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 		</layer>
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 				<port id="0" precision="U4">
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 			<output>
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 		</layer>
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 				<port id="0" precision="U4">
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 			<output>
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 		</layer>
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 			<output>
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 					<dim>128</dim>
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 		</layer>
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+		<layer id="995" name="self.model.model.layers.3.mlp.gate_up_proj.weight_compressed/scale" type="Const" version="opset1">
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 		</layer>
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+		<layer id="996" name="self.model.model.layers.3.mlp.gate_up_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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-					<dim>32</dim>
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 					<dim>128</dim>
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-					<dim>32</dim>
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 					<dim>1</dim>
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 			</input>
 			<output>
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-					<dim>14336</dim>
-					<dim>32</dim>
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 					<dim>128</dim>
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 		</layer>
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+		<layer id="997" name="Constant_19613" type="Const" version="opset1">
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 				<port id="0" precision="I64">
 					<dim>2</dim>
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 		</layer>
-		<layer id="3460" name="Reshape_332871" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
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-					<dim>32</dim>
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+					<dim>24</dim>
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 				<port id="1" precision="I64">
@@ -49602,349 +15292,386 @@
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 			</input>
 			<output>
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-					<dim>14336</dim>
-					<dim>4096</dim>
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+					<dim>16384</dim>
+					<dim>3072</dim>
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+		<layer id="999" name="self.model.model.layers.3.mlp.gate_up_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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+			<input>
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+					<dim>3072</dim>
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+					<dim>3072</dim>
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 		</layer>
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+		<layer id="1000" name="__module.model.model.layers.3.mlp.gate_up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
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 				<port id="1" precision="FP32">
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-					<dim>4096</dim>
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+					<dim>3072</dim>
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 			</input>
 			<output>
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 					<dim>-1</dim>
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+					<dim>16384</dim>
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 		</layer>
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+		<layer id="1001" name="__module.model.model.layers.3.mlp/prim::ListUnpack/ShapeOf" type="ShapeOf" version="opset3">
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 			<input>
 				<port id="0" precision="FP32">
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 					<dim>-1</dim>
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 		</layer>
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 			<output>
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-					<dim>128</dim>
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+		<layer id="1004" name="__module.model.model.layers.3.mlp/prim::ListUnpack/Divide" type="Divide" version="opset1">
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+		<layer id="1005" name="__module.model.model.layers.3.mlp/prim::ListUnpack/Mod" type="Mod" version="opset1">
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 		</layer>
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 		</layer>
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 		</layer>
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+		<layer id="1022" name="self.model.model.layers.3.mlp.down_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
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 			<output>
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-					<dim>4096</dim>
-					<dim>112</dim>
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 		</layer>
-		<layer id="3481" name="Constant_332880" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="318697108" size="16" />
+		<layer id="1023" name="Constant_19623" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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 				</port>
 			</output>
 		</layer>
-		<layer id="3482" name="Reshape_332881" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
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@@ -49952,92 +15679,170 @@
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 			<output>
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+					<dim>8192</dim>
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+		</layer>
+		<layer id="1025" name="self.model.model.layers.3.mlp.down_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 				<port id="0" precision="FP32">
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 		</layer>
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 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP32">
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+		<layer id="1029" name="Constant_300173" type="Convert" version="opset1">
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+		<layer id="1038" name="Constant_300171" type="Convert" version="opset1">
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@@ -50106,30 +15931,30 @@
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 		</layer>
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@@ -50138,185 +15963,185 @@
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+		<layer id="1043" name="__module.model.model.layers.4.input_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
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 		</layer>
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 		</layer>
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 			<output>
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 			<input>
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 				<port id="1" precision="I64">
@@ -50324,40 +16149,117 @@
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+					<dim>3072</dim>
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+		<layer id="1053" name="self.model.model.layers.4.self_attn.qkv_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
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+					<dim>3072</dim>
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+					<dim>3072</dim>
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 				<port id="0" precision="FP32">
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 			<output>
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+		<layer id="1056" name="Constant_272139" type="Const" version="opset1">
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 					<dim>-1</dim>
+					<dim>9216</dim>
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 					<dim>-1</dim>
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 			</output>
 		</layer>
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+		<layer id="1059" name="__module.model.model.layers.4.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
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 				</port>
 			</input>
 			<output>
@@ -50366,21 +16268,27 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3508" name="Constant_254920" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="140243260" size="8" />
+		<layer id="1060" name="Constant_263265" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="113317890" size="8" />
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+				<attribute name="precise" version="0" />
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 				<port id="0" precision="I32">
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 				</port>
 			</output>
 		</layer>
-		<layer id="3509" name="Constant_254921" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="4" size="8" />
+		<layer id="1061" name="Constant_263266" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="113317898" size="8" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3510" name="Gather_254922" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -50397,23 +16305,29 @@
 				</port>
 			</output>
 		</layer>
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-			<data element_type="i32" shape="1" offset="140243268" size="4" />
+		<layer id="1063" name="__module.model.model.layers.4.self_attn/prim::ListConstruct/Reshape_1" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="113317906" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="i32" shape="1" offset="140243272" size="4" />
+		<layer id="1064" name="__module.model.model.layers.4.self_attn/prim::ListConstruct/Reshape_2" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="113317910" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3513" name="__module.model.layers.12.self_attn/prim::ListConstruct/Concat" type="Concat" version="opset1">
+		<layer id="1065" name="__module.model.model.layers.4.self_attn/prim::ListConstruct/Concat" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -50427,255 +16341,331 @@
 				</port>
 			</input>
 			<output>
-				<port id="3" precision="I32" names="2428">
+				<port id="3" precision="I32" names="1006,1009,1012">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3514" name="__module.model.layers.12.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+		<layer id="1066" name="__module.model.model.layers.4.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
 					<dim>-1</dim>
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+					<dim>3072</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>4</dim>
 				</port>
 			</input>
 			<output>
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-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="1007">
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 					<dim>-1</dim>
 					<dim>32</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="i32" shape="4" offset="140243276" size="16" />
+		<layer id="1067" name="__module.model.model.layers.4.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="113317914" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
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+		<layer id="1068" name="__module.model.model.layers.4.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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 					<dim>-1</dim>
 					<dim>32</dim>
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 				<port id="1" precision="I32">
 					<dim>4</dim>
 				</port>
 			</input>
 			<output>
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-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="1008,1037,q.17,q.19">
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 					<dim>32</dim>
 					<dim>-1</dim>
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+					<dim>96</dim>
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 		</layer>
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-			<data element_type="f32" shape="32768, 128" offset="140243292" size="16777216" />
+		<layer id="1069" name="self.model.model.layers.4.self_attn.rotary_emb.cos_cached_compressed" type="Const" version="opset1">
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-					<dim>32768</dim>
-					<dim>128</dim>
+				<port id="0" precision="FP16" names="self.model.model.layers.4.self_attn.rotary_emb.cos_cached">
+					<dim>4096</dim>
+					<dim>96</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1070" name="self.model.model.layers.4.self_attn.rotary_emb.cos_cached" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>96</dim>
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+					<dim>4096</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="1071" name="__module.model.model.layers.4.self_attn.rotary_emb/aten::slice/Unsqueeze" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
+			<rt_info>
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 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
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 		</layer>
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+		<layer id="1072" name="Constant_272148" type="Const" version="opset1">
+			<data element_type="i32" shape="3" offset="113317866" size="12" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 			<output>
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-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+				<port id="0" precision="I32">
+					<dim>3</dim>
 				</port>
 			</output>
 		</layer>
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-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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-			</input>
+		<layer id="1073" name="Constant_272151" type="Const" version="opset1">
+			<data element_type="i32" shape="3" offset="114104362" size="12" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 			<output>
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-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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 				</port>
 			</output>
 		</layer>
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-			<data element_type="u4" shape="1024, 32, 1" offset="1879920292" size="16384" />
+		<layer id="1074" name="Constant_272154" type="Const" version="opset1">
+			<data element_type="i32" shape="3" offset="113317878" size="12" />
+			<rt_info>
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-					<dim>32</dim>
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 			</output>
 		</layer>
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-			<data destination_type="f32" />
+		<layer id="1075" name="__module.model.model.layers.4.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+			<data begin_mask="1, 1, 0" end_mask="1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
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-					<dim>1024</dim>
-					<dim>32</dim>
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+				<port id="3" precision="I32">
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 			</input>
 			<output>
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-					<dim>1024</dim>
-					<dim>32</dim>
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 					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>3072</dim>
 				</port>
 			</output>
 		</layer>
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-			<data auto_broadcast="numpy" />
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 			<input>
 				<port id="0" precision="FP32">
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-				<port id="1" precision="FP32">
-					<dim>1024</dim>
-					<dim>32</dim>
 					<dim>1</dim>
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+					<dim>3072</dim>
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+				<port id="1" precision="I32">
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 				</port>
 			</input>
 			<output>
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-					<dim>1024</dim>
+				<port id="2" precision="FP32" names="1010">
+					<dim>1</dim>
+					<dim>-1</dim>
 					<dim>32</dim>
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 		</layer>
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 			<output>
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-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>1</dim>
+				<port id="0" precision="I32">
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 		</layer>
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-			<data auto_broadcast="numpy" />
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 			<input>
 				<port id="0" precision="FP32">
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-					<dim>1024</dim>
+				<port id="1" precision="I32">
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 					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
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 					<dim>1</dim>
+					<dim>32</dim>
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 			<output>
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-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
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 		</layer>
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+		<layer id="1080" name="__module.model.model.layers.4.self_attn/aten::size/Constant_2" type="Const" version="opset1">
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+				<port id="0" precision="I32" />
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 				<port id="0" precision="FP32">
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+			</output>
+		</layer>
+		<layer id="1086" name="__module.model.model.layers.4.self_attn.rotary_emb/aten::slice/Constant" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3529" name="__module.model.layers.12.self_attn/prim::ListConstruct/Reshape_1_1" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="159265132" size="4" />
+		<layer id="1087" name="__module.model.model.layers.4.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
+			<input>
+				<port id="0" precision="I32" />
+				<port id="1" precision="I32" />
+			</input>
 			<output>
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+				<port id="2" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3530" name="__module.model.layers.12.self_attn/prim::ListConstruct/Reshape_2_1" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="140243272" size="4" />
+		<layer id="1088" name="__module.model.model.layers.4.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3531" name="__module.model.layers.12.self_attn/prim::ListConstruct/Concat_1" type="Concat" version="opset1">
-			<data axis="0" />
+		<layer id="1089" name="__module.model.model.layers.4.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
-				<port id="0" precision="I32">
-					<dim>2</dim>
+				<port id="0" precision="FP32">
+					<dim>4096</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>1</dim>
@@ -50683,71 +16673,117 @@
 				<port id="2" precision="I32">
 					<dim>1</dim>
 				</port>
+				<port id="3" precision="I32">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
-				<port id="3" precision="I32" names="2431,2434">
-					<dim>4</dim>
+				<port id="4" precision="FP32" names="1024,1025,1029,cos.33">
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3532" name="__module.model.layers.12.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="1090" name="Constant_16473" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="1091" name="__module.model.model.layers.4.self_attn/aten::index/Gather" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>1024</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
-					<dim>4</dim>
+					<dim>-1</dim>
+					<dim>-1</dim>
 				</port>
+				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2432">
+				<port id="3" precision="FP32" names="1032">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3533" name="__module.model.layers.12.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="140243276" size="16" />
+		<layer id="1092" name="__module.model.model.layers.4.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
+				</port>
+				<port id="1" precision="I32" />
+			</input>
 			<output>
-				<port id="0" precision="I32">
-					<dim>4</dim>
+				<port id="2" precision="FP32" names="1033,1038,1058,cos.35,cos.37,cos.39">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3534" name="__module.model.layers.12.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="1093" name="__module.model.model.layers.4.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
-				<port id="1" precision="I32">
-					<dim>4</dim>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2433,key_states.55">
+				<port id="2" precision="FP32" names="1039">
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1094" name="Constant_272159" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1095" name="Constant_272158" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="114104406" size="8" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3535" name="__module.model.layers.12.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+		<layer id="1096" name="__module.model.model.layers.4.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
@@ -50756,13 +16792,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3536" name="__module.model.layers.12.self_attn/aten::size/Constant_2" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="1097" name="__module.model.model.layers.4.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3537" name="__module.model.layers.12.self_attn/aten::size/Gather_2" type="Gather" version="opset8">
+		<layer id="1098" name="__module.model.model.layers.4.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -50772,202 +16811,317 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="2437" />
+				<port id="3" precision="I32" names="1040,1045" />
 			</output>
 		</layer>
-		<layer id="3538" name="Constant_325824" type="Const" version="opset1">
-			<data element_type="f32" shape="" offset="0" size="4" />
+		<layer id="1099" name="__module.model.model.layers.4.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
+			<input>
+				<port id="0" precision="I32" />
+				<port id="1" precision="I32" />
+			</input>
 			<output>
-				<port id="0" precision="FP32" />
+				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3539" name="Constant_325817" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
+		<layer id="1100" name="__module.model.model.layers.4.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+			<input>
+				<port id="0" precision="I32" />
+			</input>
 			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
+				<port id="1" precision="I32" names="1042,1043,1047,1048" />
 			</output>
 		</layer>
-		<layer id="3540" name="Constant_325819" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="4" size="8" />
+		<layer id="1101" name="__module.model.model.layers.4.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
-				<port id="0" precision="I64">
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="1102" name="__module.model.model.layers.4.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
+			<input>
+				<port id="0" precision="I32" />
+				<port id="1" precision="I32" />
+			</input>
+			<output>
+				<port id="2" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3541" name="Constant_325821" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="20" size="8" />
+		<layer id="1103" name="Constant_272157" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
-				<port id="0" precision="I64">
+				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3542" name="Concat_325822" type="Concat" version="opset1">
-			<data axis="0" />
+		<layer id="1104" name="ScatterUpdate_272160" type="ScatterUpdate" version="opset3">
 			<input>
-				<port id="0" precision="I64">
-					<dim>1</dim>
+				<port id="0" precision="I32">
+					<dim>4</dim>
 				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
+				<port id="2" precision="I32">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I64">
+				<port id="3" precision="I32">
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64">
+				<port id="4" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3543" name="Broadcast_325825" type="Broadcast" version="opset3">
-			<data mode="numpy" />
-			<input>
-				<port id="0" precision="FP32" />
-				<port id="1" precision="I64">
+		<layer id="1105" name="Constant_272163" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="114104418" size="32" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
-			</input>
+			</output>
+		</layer>
+		<layer id="1106" name="Constant_272166" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
-				<port id="2" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>0</dim>
-					<dim>128</dim>
+				<port id="0" precision="I32">
+					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3544" name="ReadValue_319830" type="ReadValue" version="opset6">
-			<data variable_id="past_key_values.12.keypresent.12.key" variable_type="f32" variable_shape="?,8,?,128" />
+		<layer id="1107" name="__module.model.model.layers.4.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
+			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>0</dim>
-					<dim>128</dim>
+					<dim>96</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
+				<port id="2" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="3" precision="I32">
+					<dim>4</dim>
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="FP32" names="past_key_values.12.key">
-					<dim>-1</dim>
-					<dim>8</dim>
+				<port id="4" precision="FP32" names="1049,x2.17">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>48</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3545" name="Constant_314165" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="4" size="8" />
+		<layer id="1108" name="Constant_300174_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1, 1" offset="114104466" size="2" />
 			<output>
-				<port id="0" precision="I64" />
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="3546" name="Gather_314166" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="1109" name="Constant_300174" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
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-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I32">
-					<dim>-1</dim>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
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 			<output>
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-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+				<port id="1" precision="FP32">
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+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data output_type="i32" />
+		<layer id="1110" name="__module.model.model.layers.4.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
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-					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>48</dim>
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+				<port id="1" precision="FP32">
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+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="I32">
+				<port id="2" precision="FP32" names="1050">
+					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>48</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1111" name="Constant_272212" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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+			<output>
+				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="1112" name="Constant_272217" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 			<output>
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+				<port id="0" precision="I32">
+					<dim>4</dim>
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 		</layer>
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+		<layer id="1113" name="__module.model.model.layers.4.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
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 			<input>
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+				<port id="0" precision="FP32">
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 			</input>
 			<output>
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+				<port id="4" precision="FP32" names="1044,x1.17">
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+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>48</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="3550" name="__module.model.layers.12.self_attn/aten::add_/Add" type="Add" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="1114" name="__module.model.model.layers.4.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+			<data axis="-1" />
 			<input>
-				<port id="0" precision="I32" />
-				<port id="1" precision="I32" />
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>48</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>48</dim>
+				</port>
 			</input>
 			<output>
-				<port id="2" precision="I32" names="2438,2442,2443,kv_seq_len.25" />
+				<port id="2" precision="FP32" names="1052,1053">
+					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="3551" name="__module.model.layers.12.self_attn.rotary_emb/aten::slice/Constant" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="1115" name="self.model.model.layers.4.self_attn.rotary_emb.sin_cached_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 96" offset="114104468" size="786432" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="FP16" names="self.model.model.layers.4.self_attn.rotary_emb.sin_cached">
+					<dim>4096</dim>
+					<dim>96</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="3552" name="__module.model.layers.12.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="1116" name="self.model.model.layers.4.self_attn.rotary_emb.sin_cached" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
-				<port id="0" precision="I32" />
-				<port id="1" precision="I32" />
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>96</dim>
+				</port>
 			</input>
 			<output>
-				<port id="2" precision="I32">
+				<port id="1" precision="FP32">
+					<dim>4096</dim>
+					<dim>96</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1117" name="__module.model.model.layers.4.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3553" name="__module.model.layers.12.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="159265140" size="4" />
+		<layer id="1118" name="__module.model.model.layers.4.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3554" name="__module.model.layers.12.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="1119" name="__module.model.model.layers.4.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>1</dim>
@@ -50980,24 +17134,24 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2446,2447,2451,cos.49">
+				<port id="4" precision="FP32" names="1026,1027,1030,sin.33">
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3555" name="Constant_27973" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="1120" name="Constant_16476" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3556" name="__module.model.layers.12.self_attn/aten::index/Gather" type="Gather" version="opset8">
+		<layer id="1121" name="__module.model.model.layers.4.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>-1</dim>
@@ -51006,95 +17160,138 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="2454">
+				<port id="3" precision="FP32" names="1035">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3557" name="__module.model.layers.12.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="1122" name="__module.model.model.layers.4.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2455,cos.51">
+				<port id="2" precision="FP32" names="1036,1054,1074,sin.35,sin.37,sin.39">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3558" name="__module.model.layers.12.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1123" name="__module.model.model.layers.4.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2459">
+				<port id="2" precision="FP32" names="1055">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3559" name="Constant_264550" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265152" size="16" />
-			<output>
-				<port id="0" precision="I32">
-					<dim>4</dim>
+		<layer id="1124" name="__module.model.model.layers.4.self_attn/aten::add/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
-			</output>
-		</layer>
-		<layer id="3560" name="Constant_264549" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="159265168" size="8" />
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
+				</port>
+			</input>
 			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
+				<port id="2" precision="FP32" names="1056,1077,q_embed.9,query_states.19">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3561" name="__module.model.layers.12.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
-			<data output_type="i32" />
+		<layer id="1125" name="__module.model.model.layers.4.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="I32">
+				<port id="2" precision="FP32" names="1059">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1126" name="Constant_272262" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3562" name="__module.model.layers.12.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="1127" name="Constant_272261" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="114104406" size="8" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1128" name="__module.model.model.layers.4.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3563" name="__module.model.layers.12.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="1129" name="__module.model.model.layers.4.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -51104,10 +17301,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="2460,2465" />
+				<port id="3" precision="I32" names="1060,1065" />
 			</output>
 		</layer>
-		<layer id="3564" name="__module.model.layers.12.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="1130" name="__module.model.model.layers.4.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32" />
@@ -51117,21 +17314,24 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3565" name="__module.model.layers.12.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="1131" name="__module.model.model.layers.4.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 			</input>
 			<output>
-				<port id="1" precision="I32" names="2462,2463,2467,2468" />
+				<port id="1" precision="I32" names="1062,1063,1067,1068" />
 			</output>
 		</layer>
-		<layer id="3566" name="__module.model.layers.12.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="1132" name="__module.model.model.layers.4.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3567" name="__module.model.layers.12.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
+		<layer id="1133" name="__module.model.model.layers.4.self_attn/aten::slice/Unsqueeze_21" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 				<port id="1" precision="I32" />
@@ -51142,15 +17342,18 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3568" name="Constant_264548" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="1134" name="Constant_272260" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3569" name="ScatterUpdate_264551" type="ScatterUpdate" version="opset3">
+		<layer id="1135" name="ScatterUpdate_272263" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I32">
 					<dim>4</dim>
@@ -51171,30 +17374,36 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3570" name="Constant_264554" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="159265180" size="32" />
+		<layer id="1136" name="Constant_272266" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="114104418" size="32" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3571" name="Constant_264557" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265212" size="16" />
+		<layer id="1137" name="Constant_272269" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3572" name="__module.model.layers.12.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="1138" name="__module.model.model.layers.4.self_attn/aten::slice/Slice_4" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>4</dim>
@@ -51207,18 +17416,40 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2469,x2.49">
-					<dim>-1</dim>
+				<port id="4" precision="FP32" names="1069,x2.19">
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3573" name="Constant_288066" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="159265228" size="4" />
+		<layer id="1139" name="Constant_300175_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1, 1" offset="114104466" size="2" />
 			<output>
-				<port id="0" precision="FP32">
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1140" name="Constant_300175" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -51226,14 +17457,14 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3574" name="__module.model.layers.12.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="1141" name="__module.model.model.layers.4.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>1</dim>
@@ -51243,935 +17474,1306 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2470">
-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="1070">
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3575" name="Constant_264603" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265152" size="16" />
+		<layer id="1142" name="Constant_272315" type="Const" version="opset1">
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 			<output>
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+				<port id="2" precision="I32" />
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 		</layer>
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-			<data element_type="i64" shape="1" offset="159265144" size="8" />
+		<layer id="1213" name="__module.model.model.layers.4.mlp/prim::ListUnpack/Greater" type="Greater" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="I32" />
+				<port id="1" precision="I32">
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 		</layer>
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-			<data special_zero="false" />
+		<layer id="1214" name="__module.model.model.layers.4.mlp/prim::ListUnpack/Convert" type="Convert" version="opset1">
+			<data destination_type="i32" />
 			<input>
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 		</layer>
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-			<data element_type="i32" shape="1" offset="176042560" size="4" />
+		<layer id="1215" name="__module.model.model.layers.4.mlp/prim::ListUnpack/Add" type="Add" version="opset1">
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+				<port id="1" precision="I32">
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-			<data element_type="i32" shape="2" offset="176042564" size="8" />
+		<layer id="1216" name="Constant_27164" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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+					<dim>1</dim>
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 		</layer>
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-			</output>
-		</layer>
-		<layer id="3639" name="Gather_254932" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="1217" name="__module.model.model.layers.4.mlp/prim::ListUnpack/Broadcast" type="Broadcast" version="opset3">
+			<data mode="numpy" />
 			<input>
 				<port id="0" precision="I32">
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+					<dim>1</dim>
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 			</input>
 			<output>
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-					<dim>2</dim>
+				<port id="2" precision="I32">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1218" name="Constant_27156" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98609096" size="4" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3640" name="__module.model.layers.12.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="1219" name="__module.model.model.layers.4.mlp/prim::ListUnpack/Concat" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -52180,2272 +18782,2485 @@
 				<port id="1" precision="I32">
 					<dim>1</dim>
 				</port>
+			</input>
+			<output>
 				<port id="2" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1220" name="__module.model.model.layers.4.mlp/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
 					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>16384</dim>
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+				<port id="1" precision="I32" />
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 			<output>
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-					<dim>5</dim>
+				<port id="3" precision="FP32" names="1121,input.75">
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+				<port id="4" precision="FP32" names="1122,y.19">
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 			</output>
 		</layer>
-		<layer id="3641" name="__module.model.layers.12.self_attn/aten::expand/Abs" type="Abs" version="opset1">
+		<layer id="1221" name="__module.model.model.layers.4.mlp.activation_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
-				<port id="0" precision="I32">
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+				<port id="0" precision="FP32">
+					<dim>1</dim>
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 			<output>
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+				<port id="1" precision="FP32" names="1123">
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+					<dim>-1</dim>
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 		</layer>
-		<layer id="3642" name="__module.model.layers.12.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
-			<data mode="bidirectional" />
+		<layer id="1222" name="__module.model.model.layers.4.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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+				<port id="2" precision="FP32" names="1124,input.77">
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 					<dim>-1</dim>
+					<dim>8192</dim>
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+			</output>
+		</layer>
+		<layer id="1223" name="self.model.model.layers.4.mlp.down_proj.weight_compressed" type="Const" version="opset1">
+			<data element_type="u4" shape="3072, 64, 128" offset="381337850" size="12582912" />
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 		</layer>
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-			<data auto_broadcast="numpy" />
+		<layer id="1224" name="Convert_19656" type="Convert" version="opset1">
+			<data destination_type="f16" />
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-				<port id="1" precision="I32" />
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+					<dim>64</dim>
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-		<layer id="3644" name="Constant_178674" type="Const" version="opset1">
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+		<layer id="1225" name="self.model.model.layers.4.mlp.down_proj.weight_compressed/zero_point" type="Const" version="opset1">
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-			<data special_zero="false" />
+		<layer id="1226" name="Convert_19658" type="Convert" version="opset1">
+			<data destination_type="f16" />
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+					<dim>64</dim>
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 		</layer>
-		<layer id="3646" name="__module.model.layers.12.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
-			<data axis="0" />
+		<layer id="1227" name="Subtract_19659" type="Subtract" version="opset1">
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 			<input>
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-			<data special_zero="false" />
+		<layer id="1228" name="self.model.model.layers.4.mlp.down_proj.weight_compressed/scale" type="Const" version="opset1">
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+		</layer>
+		<layer id="1229" name="self.model.model.layers.4.mlp.down_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
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+				<port id="2" precision="FP16">
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+		<layer id="1230" name="Constant_19663" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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-				<port id="0" precision="I64">
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+		<layer id="1231" name="Reshape_19664" type="Reshape" version="opset1">
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+				<port id="0" precision="FP16">
+					<dim>3072</dim>
+					<dim>64</dim>
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-		<layer id="3651" name="Constant_325808" type="Const" version="opset1">
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+				<port id="1" precision="I64">
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+					<dim>3072</dim>
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 		</layer>
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-			<data axis="0" />
+		<layer id="1232" name="self.model.model.layers.4.mlp.down_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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-			<data mode="numpy" />
+		<layer id="1233" name="__module.model.model.layers.4.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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-		</layer>
-		<layer id="3789" name="Gather_254957" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="1372" name="__module.model.model.layers.5.self_attn/aten::transpose/Transpose_4" type="Transpose" version="opset1">
 			<input>
-				<port id="0" precision="I32">
-					<dim>3</dim>
+				<port id="0" precision="FP32">
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+					<dim>32</dim>
+					<dim>-1</dim>
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 			<output>
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-			<output>
-				<port id="0" precision="I32">
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+				<port id="2" precision="FP32" names="1245">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>96</dim>
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 			</output>
 		</layer>
-		<layer id="3791" name="__module.model.layers.13.self_attn/prim::ListConstruct/Reshape_2" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="140243272" size="4" />
+		<layer id="1373" name="__module.model.model.layers.5.self_attn/prim::ListConstruct/Reshape_1_3" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114890950" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3792" name="__module.model.layers.13.self_attn/prim::ListConstruct/Concat" type="Concat" version="opset1">
+		<layer id="1374" name="__module.model.model.layers.5.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
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@@ -54454,205 +21269,156 @@
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 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I32">
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 			</input>
 			<output>
-				<port id="3" precision="I32" names="2598">
-					<dim>4</dim>
+				<port id="2" precision="I32" names="1247">
+					<dim>3</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3793" name="__module.model.layers.13.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+		<layer id="1375" name="__module.model.model.layers.5.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="false" />
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>128</dim>
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-		<layer id="3794" name="__module.model.layers.13.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="140243276" size="16" />
-			<output>
-				<port id="0" precision="I32">
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-			</output>
-		</layer>
-		<layer id="3795" name="__module.model.layers.13.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
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+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
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+					<dim>3</dim>
 				</port>
 			</input>
 			<output>
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-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
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-		<layer id="3796" name="self.model.layers.13.self_attn.rotary_emb.cos_cached" type="Const" version="opset1">
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-			<output>
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-					<dim>128</dim>
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-			</output>
-		</layer>
-		<layer id="3797" name="__module.model.layers.13.self_attn.rotary_emb/aten::slice/Unsqueeze" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32">
+				<port id="2" precision="FP32" names="1248,input.85">
 					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>3072</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3798" name="self.model.layers.13.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 128" offset="2031717028" size="2097152" />
+		<layer id="1376" name="self.model.model.layers.5.self_attn.o_proj.weight_compressed" type="Const" version="opset1">
+			<data element_type="u4" shape="3072, 24, 128" offset="409127162" size="4718592" />
 			<output>
 				<port id="0" precision="U4">
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-					<dim>32</dim>
+					<dim>3072</dim>
+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3799" name="Convert_332963" type="Convert" version="opset1">
-			<data destination_type="f32" />
+		<layer id="1377" name="Convert_19676" type="Convert" version="opset1">
+			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
-					<dim>1024</dim>
-					<dim>32</dim>
+					<dim>3072</dim>
+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="FP32">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="1" precision="FP16">
+					<dim>3072</dim>
+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u4" shape="1024, 32, 1" offset="2033814180" size="16384" />
+		<layer id="1378" name="self.model.model.layers.5.self_attn.o_proj.weight_compressed/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="3072, 24, 1" offset="413845754" size="36864" />
 			<output>
 				<port id="0" precision="U4">
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-					<dim>32</dim>
+					<dim>3072</dim>
+					<dim>24</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3801" name="Convert_332965" type="Convert" version="opset1">
-			<data destination_type="f32" />
+		<layer id="1379" name="Convert_19678" type="Convert" version="opset1">
+			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
-					<dim>1024</dim>
-					<dim>32</dim>
+					<dim>3072</dim>
+					<dim>24</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="FP32">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="1" precision="FP16">
+					<dim>3072</dim>
+					<dim>24</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3802" name="Subtract_332966" type="Subtract" version="opset1">
+		<layer id="1380" name="Subtract_19679" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="0" precision="FP16">
+					<dim>3072</dim>
+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="1" precision="FP16">
+					<dim>3072</dim>
+					<dim>24</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="2" precision="FP16">
+					<dim>3072</dim>
+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3803" name="self.model.layers.13.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f32" shape="1024, 32, 1" offset="2033830564" size="131072" />
+		<layer id="1381" name="self.model.model.layers.5.self_attn.o_proj.weight_compressed/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="3072, 24, 1" offset="413882618" size="147456" />
 			<output>
-				<port id="0" precision="FP32">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="0" precision="FP16">
+					<dim>3072</dim>
+					<dim>24</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3804" name="self.model.layers.13.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1382" name="self.model.model.layers.5.self_attn.o_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="0" precision="FP16">
+					<dim>3072</dim>
+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="1" precision="FP16">
+					<dim>3072</dim>
+					<dim>24</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="2" precision="FP16">
+					<dim>3072</dim>
+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3805" name="Constant_332970" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="159265116" size="16" />
+		<layer id="1383" name="Constant_19683" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="119793866" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3806" name="Reshape_332971" type="Reshape" version="opset1">
+		<layer id="1384" name="Reshape_19684" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="0" precision="FP16">
+					<dim>3072</dim>
+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
@@ -54660,325 +21426,573 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32">
-					<dim>1024</dim>
-					<dim>4096</dim>
+				<port id="2" precision="FP16">
+					<dim>3072</dim>
+					<dim>3072</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1385" name="self.model.model.layers.5.self_attn.o_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>3072</dim>
+					<dim>3072</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>3072</dim>
+					<dim>3072</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3807" name="__module.model.layers.13.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1386" name="__module.model.model.layers.5.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>3072</dim>
 				</port>
 				<port id="1" precision="FP32">
-					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>3072</dim>
+					<dim>3072</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2595,key_states.57">
+				<port id="2" precision="FP32" names="1250,1252,input.87">
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>3072</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1387" name="__module.model.model.layers.5/aten::add/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>3072</dim>
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+				<port id="1" precision="FP32">
+					<dim>1</dim>
 					<dim>-1</dim>
+					<dim>3072</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="1256,1258,1269,hidden_states.135,hidden_states.137">
+					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>1024</dim>
+					<dim>3072</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3808" name="__module.model.layers.13.self_attn/prim::ListConstruct/Reshape_1_1" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="159265132" size="4" />
+		<layer id="1388" name="Constant_300191_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 3072" offset="414030074" size="6144" />
 			<output>
-				<port id="0" precision="I32">
+				<port id="0" precision="FP16">
+					<dim>1</dim>
 					<dim>1</dim>
+					<dim>3072</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3809" name="__module.model.layers.13.self_attn/prim::ListConstruct/Reshape_2_1" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="140243272" size="4" />
+		<layer id="1389" name="Constant_300191" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>3072</dim>
+				</port>
+			</input>
 			<output>
-				<port id="0" precision="I32">
+				<port id="1" precision="FP32">
 					<dim>1</dim>
+					<dim>1</dim>
+					<dim>3072</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3810" name="__module.model.layers.13.self_attn/prim::ListConstruct/Concat_1" type="Concat" version="opset1">
-			<data axis="0" />
+		<layer id="1390" name="Constant_300190_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1" offset="98609092" size="2" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1391" name="Constant_300190" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
-				<port id="0" precision="I32">
-					<dim>2</dim>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
 				</port>
-				<port id="1" precision="I32">
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+			<output>
+				<port id="1" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I32">
+			</output>
+		</layer>
+		<layer id="1392" name="Constant_300188_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1" offset="98609094" size="2" />
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+				<port id="0" precision="FP16">
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+					<dim>1</dim>
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="1393" name="Constant_300188" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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+				<port id="0" precision="FP16">
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+					<dim>1</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
-				<port id="3" precision="I32" names="2601,2604">
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+				<port id="1" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
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-			<data special_zero="false" />
+		<layer id="1394" name="__module.model.model.layers.5.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
 					<dim>-1</dim>
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+					<dim>3072</dim>
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+					<dim>1</dim>
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 			<output>
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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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@@ -54986,1104 +22000,1121 @@
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+		<layer id="1489" name="__module.model.model.layers.6.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
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+		<layer id="1491" name="__module.model.model.layers.6.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
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 				<port id="0" precision="FP32">
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@@ -56092,44 +23123,54 @@
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="1492" name="__module.model.model.layers.6.self_attn/aten::size/Constant_2" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
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+				<attribute name="precise" version="0" />
+			</rt_info>
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+		<layer id="1493" name="__module.model.model.layers.6.self_attn/aten::size/Gather_2" type="Gather" version="opset8">
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 					<dim>4</dim>
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+				<port id="1" precision="I32" />
 				<port id="2" precision="I32" />
 			</input>
 			<output>
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+				<port id="3" precision="I32" names="1323" />
+			</output>
+		</layer>
+		<layer id="1494" name="__module.model.model.layers.6.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+			<data output_type="i32" />
+			<input>
+				<port id="0" precision="FP32">
 					<dim>1</dim>
+					<dim>32</dim>
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+			<output>
+				<port id="1" precision="I32">
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 		</layer>
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="1495" name="__module.model.model.layers.6.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
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+		<layer id="1496" name="__module.model.model.layers.6.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -56139,24 +23180,32 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="2666" />
+				<port id="3" precision="I32" names="1325" />
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 		</layer>
-		<layer id="3913" name="Constant_178702" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="159265144" size="8" />
+		<layer id="1497" name="__module.model.model.layers.6.self_attn/aten::add_/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="I32" />
+				<port id="1" precision="I32" />
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 			<output>
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+				<port id="2" precision="I32" names="1324,1328,1329,kv_seq_len.13" />
 			</output>
 		</layer>
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-			<data special_zero="false" />
+		<layer id="1498" name="__module.model.model.layers.6.self_attn.rotary_emb/aten::slice/Constant" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="1499" name="__module.model.model.layers.6.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
+				<port id="1" precision="I32" />
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 			<output>
 				<port id="2" precision="I32">
@@ -56164,128 +23213,202 @@
 				</port>
 			</output>
 		</layer>
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-			<data element_type="i32" shape="1" offset="176042560" size="4" />
+		<layer id="1500" name="__module.model.model.layers.6.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3916" name="Constant_254965" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="176042564" size="8" />
+		<layer id="1501" name="__module.model.model.layers.6.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>4096</dim>
+					<dim>96</dim>
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+				<port id="2" precision="I32">
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+				<port id="3" precision="I32">
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 			<output>
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+				<port id="4" precision="FP32" names="1332,1333,1337,cos.49">
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+					<dim>96</dim>
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 		</layer>
-		<layer id="3917" name="Constant_254966" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="4" size="8" />
+		<layer id="1502" name="Constant_16485" type="Const" version="opset1">
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 			<output>
-				<port id="0" precision="I64" />
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 			</output>
 		</layer>
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+		<layer id="1503" name="__module.model.model.layers.6.self_attn/aten::index/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
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 				<port id="1" precision="I32">
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 			<output>
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+					<dim>-1</dim>
+					<dim>96</dim>
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 		</layer>
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-			<data axis="0" />
+		<layer id="1504" name="__module.model.model.layers.6.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
-				<port id="0" precision="I32">
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+				<port id="0" precision="FP32">
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 					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="1505" name="__module.model.model.layers.6.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
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 					<dim>1</dim>
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+					<dim>-1</dim>
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 			</input>
 			<output>
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-					<dim>5</dim>
+				<port id="2" precision="FP32" names="1347">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
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 		</layer>
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-			<input>
+		<layer id="1506" name="Constant_272643" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
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+				<attribute name="precise" version="0" />
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 				<port id="0" precision="I32">
-					<dim>5</dim>
+					<dim>4</dim>
 				</port>
-			</input>
+			</output>
+		</layer>
+		<layer id="1507" name="Constant_272642" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="114104406" size="8" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 			<output>
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-					<dim>5</dim>
+				<port id="0" precision="I64">
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 		</layer>
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-			<data mode="bidirectional" />
+		<layer id="1508" name="__module.model.model.layers.6.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
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 			<input>
 				<port id="0" precision="FP32">
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-					<dim>8</dim>
 					<dim>1</dim>
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 					<dim>-1</dim>
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+					<dim>96</dim>
 				</port>
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 				<port id="1" precision="I32">
-					<dim>5</dim>
+					<dim>4</dim>
 				</port>
-			</input>
+			</output>
+		</layer>
+		<layer id="1509" name="__module.model.model.layers.6.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 			<output>
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-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="1510" name="__module.model.model.layers.6.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I32">
+					<dim>4</dim>
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+				<port id="2" precision="I32" />
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+			<output>
+				<port id="3" precision="I32" names="1348,1353" />
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 		</layer>
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-			<data auto_broadcast="numpy" />
+		<layer id="1511" name="__module.model.model.layers.6.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32" />
 				<port id="1" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="I32" names="2677,2678" />
+				<port id="2" precision="I32" />
+			</output>
+		</layer>
+		<layer id="1512" name="__module.model.model.layers.6.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+			<input>
+				<port id="0" precision="I32" />
+			</input>
+			<output>
+				<port id="1" precision="I32" names="1350,1351,1355,1356" />
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 		</layer>
-		<layer id="3923" name="Constant_178707" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="159265144" size="8" />
+		<layer id="1513" name="__module.model.model.layers.6.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
+				<port id="0" precision="I32" />
 			</output>
 		</layer>
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-			<data special_zero="false" />
+		<layer id="1514" name="__module.model.model.layers.6.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
+				<port id="1" precision="I32" />
 			</input>
 			<output>
 				<port id="2" precision="I32">
@@ -56293,513 +23416,558 @@
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 			</output>
 		</layer>
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-			<data axis="0" />
-			<input>
+		<layer id="1515" name="Constant_272641" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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+			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
-				<port id="1" precision="I32">
+			</output>
+		</layer>
+		<layer id="1516" name="ScatterUpdate_272644" type="ScatterUpdate" version="opset3">
+			<input>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
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 		</layer>
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@@ -56812,403 +23980,549 @@
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+		<layer id="1551" name="Constant_300197_compressed" type="Const" version="opset1">
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+		<layer id="1552" name="Constant_300197" type="Convert" version="opset1">
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@@ -57219,207 +24533,325 @@
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+					<dim>24</dim>
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+					<dim>3072</dim>
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 		</layer>
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+		<layer id="1587" name="self.model.model.layers.6.self_attn.o_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
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-					<dim>4096</dim>
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+					<dim>3072</dim>
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 			<output>
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-					<dim>4096</dim>
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+					<dim>3072</dim>
+					<dim>24</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1588" name="Constant_19723" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="119793866" size="16" />
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+				<port id="0" precision="I64">
+					<dim>2</dim>
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+			</output>
+		</layer>
+		<layer id="1589" name="Reshape_19724" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>3072</dim>
+					<dim>24</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I64">
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+				<port id="2" precision="FP16">
+					<dim>3072</dim>
+					<dim>3072</dim>
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+			</output>
+		</layer>
+		<layer id="1590" name="self.model.model.layers.6.self_attn.o_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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+					<dim>3072</dim>
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+					<dim>3072</dim>
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 		</layer>
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+		<layer id="1591" name="__module.model.model.layers.6.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 				<port id="0" precision="FP32">
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 			</input>
 			<output>
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 			</output>
 		</layer>
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+		<layer id="1592" name="__module.model.model.layers.6/aten::add/Add" type="Add" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
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 				<port id="1" precision="FP32">
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+		<layer id="1593" name="Constant_300202_compressed" type="Const" version="opset1">
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-			<data element_type="f32" shape="1, 1, 1" offset="131264796" size="4" />
+		<layer id="1594" name="Constant_300202" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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+					<dim>1</dim>
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 			<output>
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+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>3072</dim>
+				</port>
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+		</layer>
+		<layer id="1595" name="Constant_300201_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1" offset="98609092" size="2" />
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+					<dim>1</dim>
+					<dim>1</dim>
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+		</layer>
+		<layer id="1596" name="Constant_300201" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 					<dim>1</dim>
 					<dim>1</dim>
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-			<data element_type="f32" shape="1, 1, 1" offset="131264800" size="4" />
+		<layer id="1597" name="Constant_300199_compressed" type="Const" version="opset1">
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 			<output>
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+					<dim>1</dim>
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="1598" name="Constant_300199" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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+				<port id="0" precision="FP16">
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 					<dim>1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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+		<layer id="1599" name="__module.model.model.layers.6.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
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+					<dim>3072</dim>
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 				<port id="1" precision="FP32">
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@@ -57428,56 +24860,76 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2711">
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 					<dim>-1</dim>
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+					<dim>3072</dim>
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 		</layer>
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-			<data element_type="i32" shape="1" offset="131264804" size="4" />
+		<layer id="1600" name="Constant_3114" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98609096" size="4" />
 			<output>
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 		</layer>
-		<layer id="4005" name="__module.model.layers.13.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="1601" name="__module.model.model.layers.6.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
 					<dim>-1</dim>
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+					<dim>3072</dim>
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 				<port id="1" precision="I32">
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2713,variance.55">
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+				<port id="2" precision="FP32" names="1415,variance.27">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
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+		<layer id="1602" name="Constant_300200_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1" offset="98609100" size="2" />
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+					<dim>1</dim>
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="1603" name="Constant_300200" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 					<dim>1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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+		<layer id="1604" name="__module.model.model.layers.6.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
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@@ -57488,30 +24940,30 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2714">
-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="1416">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="4008" name="__module.model.layers.13.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="1605" name="__module.model.model.layers.6.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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 					<dim>1</dim>
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 			<output>
 				<port id="1" precision="FP32">
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 					<dim>1</dim>
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 		</layer>
-		<layer id="4009" name="__module.model.layers.13.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="1606" name="__module.model.model.layers.6.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -57520,185 +24972,185 @@
 					<dim>1</dim>
 				</port>
 				<port id="1" precision="FP32">
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 			<output>
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="4010" name="__module.model.layers.13.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1607" name="__module.model.model.layers.6.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
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 				<port id="1" precision="FP32">
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 			<output>
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+				<port id="2" precision="FP32" names="1418,1419,hidden_states.163,hidden_states.165">
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 					<dim>-1</dim>
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 		</layer>
-		<layer id="4011" name="__module.model.layers.13.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1608" name="__module.model.model.layers.6.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
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 				<port id="1" precision="FP32">
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 			<output>
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 		</layer>
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+		<layer id="1614" name="self.model.model.layers.6.mlp.gate_up_proj.weight_compressed/scale" type="Const" version="opset1">
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 		</layer>
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+		<layer id="1615" name="self.model.model.layers.6.mlp.gate_up_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
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 			</input>
 			<output>
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-					<dim>32</dim>
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+					<dim>24</dim>
 					<dim>128</dim>
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 		</layer>
-		<layer id="4019" name="Constant_333010" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="228480644" size="16" />
+		<layer id="1616" name="Constant_19733" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="145948890" size="16" />
 			<output>
 				<port id="0" precision="I64">
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 				</port>
 			</output>
 		</layer>
-		<layer id="4020" name="Reshape_333011" type="Reshape" version="opset1">
+		<layer id="1617" name="Reshape_19734" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
-				<port id="0" precision="FP32">
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-					<dim>32</dim>
+				<port id="0" precision="FP16">
+					<dim>16384</dim>
+					<dim>24</dim>
 					<dim>128</dim>
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 				<port id="1" precision="I64">
@@ -57706,349 +25158,386 @@
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 			</input>
 			<output>
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-					<dim>4096</dim>
+				<port id="2" precision="FP16">
+					<dim>16384</dim>
+					<dim>3072</dim>
 				</port>
 			</output>
 		</layer>
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+		<layer id="1618" name="self.model.model.layers.6.mlp.gate_up_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
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+					<dim>3072</dim>
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+			<output>
+				<port id="1" precision="FP32">
+					<dim>16384</dim>
+					<dim>3072</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1619" name="__module.model.model.layers.6.mlp.gate_up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
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-					<dim>4096</dim>
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1427,y.25">
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 			</output>
 		</layer>
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+		<layer id="1620" name="__module.model.model.layers.6.mlp/prim::ListUnpack/ShapeOf" type="ShapeOf" version="opset3">
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 			<input>
 				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>14336</dim>
+				<port id="1" precision="I32">
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="14336, 32, 128" offset="2086399652" size="29360128" />
+		<layer id="1621" name="Constant_27289" type="Const" version="opset1">
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 			<output>
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-					<dim>32</dim>
-					<dim>128</dim>
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 		</layer>
-		<layer id="4024" name="Convert_332993" type="Convert" version="opset1">
-			<data destination_type="f32" />
+		<layer id="1622" name="__module.model.model.layers.6.mlp/prim::ListUnpack/Gather" type="Gather" version="opset8">
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 			<input>
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-					<dim>32</dim>
-					<dim>128</dim>
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+					<dim>3</dim>
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+				<port id="1" precision="I32" />
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-					<dim>32</dim>
-					<dim>128</dim>
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+				<port id="3" precision="I32" />
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 		</layer>
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-			<data element_type="u4" shape="14336, 32, 1" offset="2115759780" size="229376" />
+		<layer id="1623" name="__module.model.model.layers.6.mlp/prim::ListUnpack/Divide" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
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-					<dim>32</dim>
+				<port id="2" precision="I32" />
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+		</layer>
+		<layer id="1624" name="__module.model.model.layers.6.mlp/prim::ListUnpack/Mod" type="Mod" version="opset1">
+			<data auto_broadcast="numpy" />
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+				<port id="1" precision="I32" />
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+			<output>
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+		</layer>
+		<layer id="1625" name="__module.model.model.layers.6.mlp/prim::ListUnpack/Greater" type="Greater" version="opset1">
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+				<port id="1" precision="I32">
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 			</output>
 		</layer>
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+		<layer id="1626" name="__module.model.model.layers.6.mlp/prim::ListUnpack/Convert" type="Convert" version="opset1">
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-					<dim>32</dim>
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 			<output>
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-					<dim>32</dim>
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 				</port>
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 		</layer>
-		<layer id="4027" name="Subtract_332996" type="Subtract" version="opset1">
+		<layer id="1627" name="__module.model.model.layers.6.mlp/prim::ListUnpack/Add" type="Add" version="opset1">
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-					<dim>32</dim>
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 		</layer>
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+		<layer id="1628" name="Constant_27298" type="Const" version="opset1">
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-					<dim>32</dim>
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 		</layer>
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+		<layer id="1629" name="__module.model.model.layers.6.mlp/prim::ListUnpack/Broadcast" type="Broadcast" version="opset3">
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 			<output>
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+		<layer id="1631" name="__module.model.model.layers.6.mlp/prim::ListUnpack/Concat" type="Concat" version="opset1">
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 		</layer>
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@@ -58056,92 +25545,170 @@
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+					<dim>8192</dim>
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+		<layer id="1644" name="self.model.model.layers.6.mlp.down_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
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+				<attribute name="decompression" version="0" />
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+		<layer id="1645" name="__module.model.model.layers.6.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 		</layer>
-		<layer id="4044" name="__module.model.layers.13/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="1646" name="__module.model.model.layers.6/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
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+		<layer id="1647" name="Constant_300206_compressed" type="Const" version="opset1">
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+		<layer id="1648" name="Constant_300206" type="Convert" version="opset1">
+			<data destination_type="f32" />
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+				<attribute name="decompression" version="0" />
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+		<layer id="1649" name="Constant_300205_compressed" type="Const" version="opset1">
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+		<layer id="1650" name="Constant_300205" type="Convert" version="opset1">
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+		<layer id="1651" name="Constant_300203_compressed" type="Const" version="opset1">
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 			<output>
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+		<layer id="1652" name="Constant_300203" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 		</layer>
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+		<layer id="1653" name="__module.model.model.layers.7.input_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
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 				<port id="1" precision="FP32">
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@@ -58150,56 +25717,76 @@
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 			</input>
 			<output>
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 		</layer>
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+		<layer id="1654" name="Constant_3160" type="Const" version="opset1">
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 		</layer>
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+		<layer id="1655" name="__module.model.model.layers.7.input_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
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 				<port id="1" precision="I32">
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+		<layer id="1656" name="Constant_300204_compressed" type="Const" version="opset1">
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+		<layer id="1657" name="Constant_300204" type="Convert" version="opset1">
+			<data destination_type="f32" />
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+		<layer id="1658" name="__module.model.model.layers.7.input_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP32">
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@@ -58210,30 +25797,30 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2747">
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 		</layer>
-		<layer id="4053" name="__module.model.layers.14.input_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="1659" name="__module.model.model.layers.7.input_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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 			<output>
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 		</layer>
-		<layer id="4054" name="__module.model.layers.14.input_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -58242,186 +25829,303 @@
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+		<layer id="1661" name="__module.model.model.layers.7.input_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
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+		<layer id="1662" name="__module.model.model.layers.7.input_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
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 		</layer>
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-			<data destination_type="f32" />
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-					<dim>4096</dim>
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-			<data element_type="u8" shape="4096, 1" offset="2166042276" size="4096" />
+		<layer id="1665" name="self.model.model.layers.7.self_attn.qkv_proj.weight_compressed/zero_point" type="Const" version="opset1">
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+					<dim>9216</dim>
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 		</layer>
-		<layer id="4060" name="Convert_333047" type="Convert" version="opset1">
-			<data destination_type="f32" />
+		<layer id="1666" name="Convert_19748" type="Convert" version="opset1">
+			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
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 			<output>
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-					<dim>4096</dim>
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+					<dim>9216</dim>
+					<dim>24</dim>
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 				</port>
 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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-					<dim>4096</dim>
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-					<dim>4096</dim>
-					<dim>4096</dim>
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+		<layer id="1668" name="self.model.model.layers.7.self_attn.qkv_proj.weight_compressed/scale" type="Const" version="opset1">
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 		</layer>
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+		<layer id="1669" name="self.model.model.layers.7.self_attn.qkv_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
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-					<dim>4096</dim>
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 				</port>
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 			</input>
 			<output>
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-					<dim>4096</dim>
-					<dim>4096</dim>
+				<port id="2" precision="FP16">
+					<dim>9216</dim>
+					<dim>24</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1670" name="Constant_19753" type="Const" version="opset1">
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+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1671" name="Reshape_19754" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>9216</dim>
+					<dim>24</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>9216</dim>
+					<dim>3072</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1672" name="self.model.model.layers.7.self_attn.qkv_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>9216</dim>
+					<dim>3072</dim>
+				</port>
+			</input>
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+				<port id="1" precision="FP32">
+					<dim>9216</dim>
+					<dim>3072</dim>
 				</port>
 			</output>
 		</layer>
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+		<layer id="1673" name="__module.model.model.layers.7.self_attn.qkv_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
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 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
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-					<dim>4096</dim>
+					<dim>9216</dim>
+					<dim>3072</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1464,qkv.15">
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>9216</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1674" name="Constant_272862" type="Const" version="opset1">
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+				<attribute name="precise" version="0" />
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+				<port id="0" precision="I32">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1675" name="Constant_272865" type="Const" version="opset1">
+			<data element_type="i32" shape="3" offset="113317866" size="12" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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+				<port id="0" precision="I32">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1676" name="Constant_272868" type="Const" version="opset1">
+			<data element_type="i32" shape="3" offset="113317878" size="12" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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+			<output>
+				<port id="0" precision="I32">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1677" name="__module.model.model.layers.7.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+			<data begin_mask="1, 1, 0" end_mask="1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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 					<dim>-1</dim>
+					<dim>9216</dim>
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+				<port id="3" precision="I32">
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+			<output>
+				<port id="4" precision="FP32" names="1465,query_states.29">
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 					<dim>-1</dim>
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+					<dim>3072</dim>
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 			</output>
 		</layer>
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+		<layer id="1678" name="__module.model.model.layers.7.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
 					<dim>-1</dim>
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+					<dim>3072</dim>
 				</port>
 			</input>
 			<output>
@@ -58430,21 +26134,27 @@
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 			</output>
 		</layer>
-		<layer id="4066" name="Constant_254990" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="140243260" size="8" />
+		<layer id="1679" name="Constant_263295" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="113317890" size="8" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 			<output>
 				<port id="0" precision="I32">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4067" name="Constant_254991" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="4" size="8" />
+		<layer id="1680" name="Constant_263296" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="113317898" size="8" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4068" name="Gather_254992" type="Gather" version="opset8">
+		<layer id="1681" name="Gather_263297" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -58461,23 +26171,29 @@
 				</port>
 			</output>
 		</layer>
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-			<data element_type="i32" shape="1" offset="140243268" size="4" />
+		<layer id="1682" name="__module.model.model.layers.7.self_attn/prim::ListConstruct/Reshape_1" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="113317906" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="i32" shape="1" offset="140243272" size="4" />
+		<layer id="1683" name="__module.model.model.layers.7.self_attn/prim::ListConstruct/Reshape_2" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="113317910" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4071" name="__module.model.layers.14.self_attn/prim::ListConstruct/Concat" type="Concat" version="opset1">
+		<layer id="1684" name="__module.model.model.layers.7.self_attn/prim::ListConstruct/Concat" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -58491,327 +26207,216 @@
 				</port>
 			</input>
 			<output>
-				<port id="3" precision="I32" names="2768">
+				<port id="3" precision="I32" names="1468,1471,1474">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4072" name="__module.model.layers.14.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+		<layer id="1685" name="__module.model.model.layers.7.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>3072</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>4</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2769">
-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="1469">
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 					<dim>-1</dim>
 					<dim>32</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4073" name="__module.model.layers.14.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="140243276" size="16" />
+		<layer id="1686" name="__module.model.model.layers.7.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="113317914" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4074" name="__module.model.layers.14.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="1687" name="__module.model.model.layers.7.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
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 				</port>
 				<port id="1" precision="I32">
 					<dim>4</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2770,q.29">
-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="1470,1499,q.29,q.31">
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 					<dim>32</dim>
 					<dim>-1</dim>
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-					<dim>128</dim>
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-		<layer id="4076" name="__module.model.layers.14.self_attn.rotary_emb/aten::slice/Unsqueeze" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
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-				<port id="0" precision="I32">
-					<dim>1</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u4" shape="1024, 32, 128" offset="2166062756" size="2097152" />
+		<layer id="1688" name="self.model.model.layers.7.self_attn.rotary_emb.cos_cached_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 96" offset="113317930" size="786432" />
 			<output>
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-					<dim>32</dim>
-					<dim>128</dim>
+				<port id="0" precision="FP16" names="self.model.model.layers.7.self_attn.rotary_emb.cos_cached">
+					<dim>4096</dim>
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+		<layer id="1694" name="__module.model.model.layers.7.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+			<data begin_mask="1, 1, 0" end_mask="1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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+		<layer id="1696" name="__module.model.model.layers.7.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
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 		</layer>
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+		<layer id="1697" name="__module.model.model.layers.7.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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 		</layer>
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+		<layer id="1698" name="__module.model.model.layers.7.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
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 			<output>
@@ -58820,150 +26425,36 @@
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 			</output>
 		</layer>
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="1699" name="__module.model.model.layers.7.self_attn/aten::size/Constant_2" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 			</output>
 		</layer>
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+		<layer id="1700" name="__module.model.model.layers.7.self_attn/aten::size/Gather_2" type="Gather" version="opset8">
 			<data batch_dims="0" />
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-				<port id="2" precision="I64" />
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+				<port id="3" precision="I32" names="1477" />
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 		</layer>
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+		<layer id="1701" name="__module.model.model.layers.7.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
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 					<dim>-1</dim>
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 			<output>
@@ -58972,13 +26463,16 @@
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 			</output>
 		</layer>
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="1702" name="__module.model.model.layers.7.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -58988,26 +26482,29 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
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+				<port id="3" precision="I32" names="1479" />
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
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 			</input>
 			<output>
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+				<port id="2" precision="I32" names="1478,1482,1483,kv_seq_len.15" />
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 		</layer>
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="1705" name="__module.model.model.layers.7.self_attn.rotary_emb/aten::slice/Constant" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
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 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4110" name="__module.model.layers.14.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="1706" name="__module.model.model.layers.7.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 				<port id="1" precision="I32" />
@@ -59018,20 +26515,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4111" name="__module.model.layers.14.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="159265140" size="4" />
+		<layer id="1707" name="__module.model.model.layers.7.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4112" name="__module.model.layers.14.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="1708" name="__module.model.model.layers.7.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>1</dim>
@@ -59044,24 +26544,24 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2786,2787,2791,cos.57">
+				<port id="4" precision="FP32" names="1486,1487,1491,cos.57">
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4113" name="Constant_27985" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="1709" name="Constant_16491" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4114" name="__module.model.layers.14.self_attn/aten::index/Gather" type="Gather" version="opset8">
+		<layer id="1710" name="__module.model.model.layers.7.self_attn/aten::index/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>-1</dim>
@@ -59070,80 +26570,86 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="2794">
+				<port id="3" precision="FP32" names="1494">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4115" name="__module.model.layers.14.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="1711" name="__module.model.model.layers.7.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2795,cos.59">
+				<port id="2" precision="FP32" names="1495,1500,1520,cos.59,cos.61,cos.63">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4116" name="__module.model.layers.14.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1712" name="__module.model.model.layers.7.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2799">
+				<port id="2" precision="FP32" names="1501">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4117" name="Constant_265110" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265152" size="16" />
+		<layer id="1713" name="Constant_272885" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4118" name="Constant_265109" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="159265168" size="8" />
+		<layer id="1714" name="Constant_272884" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="114104406" size="8" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4119" name="__module.model.layers.14.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="1715" name="__module.model.model.layers.7.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
@@ -59152,13 +26658,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4120" name="__module.model.layers.14.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="1716" name="__module.model.model.layers.7.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4121" name="__module.model.layers.14.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="1717" name="__module.model.model.layers.7.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -59168,10 +26677,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="2800,2805" />
+				<port id="3" precision="I32" names="1502,1507" />
 			</output>
 		</layer>
-		<layer id="4122" name="__module.model.layers.14.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="1718" name="__module.model.model.layers.7.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32" />
@@ -59181,21 +26690,24 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4123" name="__module.model.layers.14.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="1719" name="__module.model.model.layers.7.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 			</input>
 			<output>
-				<port id="1" precision="I32" names="2802,2803,2807,2808" />
+				<port id="1" precision="I32" names="1504,1505,1509,1510" />
 			</output>
 		</layer>
-		<layer id="4124" name="__module.model.layers.14.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="1720" name="__module.model.model.layers.7.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4125" name="__module.model.layers.14.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
+		<layer id="1721" name="__module.model.model.layers.7.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 				<port id="1" precision="I32" />
@@ -59206,15 +26718,18 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4126" name="Constant_265108" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="1722" name="Constant_272883" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4127" name="ScatterUpdate_265111" type="ScatterUpdate" version="opset3">
+		<layer id="1723" name="ScatterUpdate_272886" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I32">
 					<dim>4</dim>
@@ -59235,30 +26750,36 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4128" name="Constant_265114" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="159265180" size="32" />
+		<layer id="1724" name="Constant_272889" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="114104418" size="32" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4129" name="Constant_265117" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265212" size="16" />
+		<layer id="1725" name="Constant_272892" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4130" name="__module.model.layers.14.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="1726" name="__module.model.model.layers.7.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>4</dim>
@@ -59271,18 +26792,40 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2809,x2.57">
-					<dim>-1</dim>
+				<port id="4" precision="FP32" names="1511,x2.29">
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4131" name="Constant_288086" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="159265228" size="4" />
+		<layer id="1727" name="Constant_300207_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1, 1" offset="114104466" size="2" />
 			<output>
-				<port id="0" precision="FP32">
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1728" name="Constant_300207" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -59290,14 +26833,14 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4132" name="__module.model.layers.14.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="1729" name="__module.model.model.layers.7.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>1</dim>
@@ -59307,38 +26850,44 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2810">
-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="1512">
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4133" name="Constant_265163" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265152" size="16" />
+		<layer id="1730" name="Constant_272938" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4134" name="Constant_265168" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265212" size="16" />
+		<layer id="1731" name="Constant_272943" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4135" name="__module.model.layers.14.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="1732" name="__module.model.model.layers.7.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>4</dim>
@@ -59351,70 +26900,94 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2804">
-					<dim>-1</dim>
+				<port id="4" precision="FP32" names="1506,x1.29">
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4136" name="__module.model.layers.14.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="1733" name="__module.model.model.layers.7.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 				<port id="1" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2812">
-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="1514,1515">
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4137" name="self.model.layers.14.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
-			<data element_type="f32" shape="32768, 128" offset="159265232" size="16777216" />
+		<layer id="1734" name="self.model.model.layers.7.self_attn.rotary_emb.sin_cached_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 96" offset="114104468" size="786432" />
 			<output>
-				<port id="0" precision="FP32" names="self.model.layers.14.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
-					<dim>128</dim>
+				<port id="0" precision="FP16" names="self.model.model.layers.7.self_attn.rotary_emb.sin_cached">
+					<dim>4096</dim>
+					<dim>96</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1735" name="self.model.model.layers.7.self_attn.rotary_emb.sin_cached" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>96</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>4096</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4138" name="__module.model.layers.14.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="1736" name="__module.model.model.layers.7.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4139" name="__module.model.layers.14.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="159265140" size="4" />
+		<layer id="1737" name="__module.model.model.layers.7.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4140" name="__module.model.layers.14.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="1738" name="__module.model.model.layers.7.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>1</dim>
@@ -59427,24 +27000,24 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2788,2789,2792,sin.57">
+				<port id="4" precision="FP32" names="1488,1489,1492,sin.57">
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4141" name="Constant_27988" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="1739" name="Constant_16494" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4142" name="__module.model.layers.14.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
+		<layer id="1740" name="__module.model.model.layers.7.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>-1</dim>
@@ -59453,129 +27026,138 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="2797">
+				<port id="3" precision="FP32" names="1497">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4143" name="__module.model.layers.14.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="1741" name="__module.model.model.layers.7.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2798,sin.59">
+				<port id="2" precision="FP32" names="1498,1516,1536,sin.59,sin.61,sin.63">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4144" name="__module.model.layers.14.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1742" name="__module.model.model.layers.7.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2813">
+				<port id="2" precision="FP32" names="1517">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4145" name="__module.model.layers.14.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="1743" name="__module.model.model.layers.7.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2814">
+				<port id="2" precision="FP32" names="1518,1539,q_embed.15,query_states.31">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4146" name="__module.model.layers.14.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="1744" name="__module.model.model.layers.7.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2815">
+				<port id="2" precision="FP32" names="1521">
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4147" name="Constant_265213" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265152" size="16" />
+		<layer id="1745" name="Constant_272988" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4148" name="Constant_265212" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="159265168" size="8" />
+		<layer id="1746" name="Constant_272987" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="114104406" size="8" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4149" name="__module.model.layers.14.self_attn/aten::size/Constant_7" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="1747" name="__module.model.model.layers.7.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4150" name="__module.model.layers.14.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="1748" name="__module.model.model.layers.7.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -59585,10 +27167,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="2816,2821" />
+				<port id="3" precision="I32" names="1522,1527" />
 			</output>
 		</layer>
-		<layer id="4151" name="__module.model.layers.14.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="1749" name="__module.model.model.layers.7.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32" />
@@ -59598,21 +27180,24 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4152" name="__module.model.layers.14.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="1750" name="__module.model.model.layers.7.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 			</input>
 			<output>
-				<port id="1" precision="I32" names="2818,2819,2823,2824" />
+				<port id="1" precision="I32" names="1524,1525,1529,1530" />
 			</output>
 		</layer>
-		<layer id="4153" name="__module.model.layers.14.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="1751" name="__module.model.model.layers.7.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4154" name="__module.model.layers.14.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
+		<layer id="1752" name="__module.model.model.layers.7.self_attn/aten::slice/Unsqueeze_21" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 				<port id="1" precision="I32" />
@@ -59623,15 +27208,18 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4155" name="Constant_265211" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="1753" name="Constant_272986" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4156" name="ScatterUpdate_265214" type="ScatterUpdate" version="opset3">
+		<layer id="1754" name="ScatterUpdate_272989" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I32">
 					<dim>4</dim>
@@ -59652,30 +27240,36 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4157" name="Constant_265217" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="159265180" size="32" />
+		<layer id="1755" name="Constant_272992" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="114104418" size="32" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4158" name="Constant_265220" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265212" size="16" />
+		<layer id="1756" name="Constant_272995" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4159" name="__module.model.layers.14.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
+		<layer id="1757" name="__module.model.model.layers.7.self_attn/aten::slice/Slice_4" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>4</dim>
@@ -59688,18 +27282,40 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2825,x2.59">
-					<dim>-1</dim>
-					<dim>8</dim>
+				<port id="4" precision="FP32" names="1531,x2.31">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4160" name="Constant_288087" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="159265228" size="4" />
+		<layer id="1758" name="Constant_300208_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1, 1" offset="114104466" size="2" />
 			<output>
-				<port id="0" precision="FP32">
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1759" name="Constant_300208" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -59707,14 +27323,14 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4161" name="__module.model.layers.14.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1760" name="__module.model.model.layers.7.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>1</dim>
@@ -59724,38 +27340,44 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2826">
-					<dim>-1</dim>
-					<dim>8</dim>
+				<port id="2" precision="FP32" names="1532">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4162" name="Constant_265266" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265152" size="16" />
+		<layer id="1761" name="Constant_273041" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4163" name="Constant_265271" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265212" size="16" />
+		<layer id="1762" name="Constant_273046" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4164" name="__module.model.layers.14.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
+		<layer id="1763" name="__module.model.model.layers.7.self_attn/aten::slice/Slice_5" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>4</dim>
@@ -59768,1637 +27390,1456 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2820">
-					<dim>-1</dim>
-					<dim>8</dim>
+				<port id="4" precision="FP32" names="1526,x1.31">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</output>
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+		<layer id="1845" name="Convert_19778" type="Convert" version="opset1">
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+					<dim>64</dim>
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 			</output>
 		</layer>
-		<layer id="4274" name="Subtract_333056" type="Subtract" version="opset1">
+		<layer id="1846" name="Subtract_19779" type="Subtract" version="opset1">
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 			<input>
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+					<dim>64</dim>
 					<dim>128</dim>
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-			<data element_type="f32" shape="4096, 32, 1" offset="2180960932" size="524288" />
+		<layer id="1847" name="self.model.model.layers.7.mlp.down_proj.weight_compressed/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="3072, 64, 1" offset="594792698" size="393216" />
 			<output>
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 		</layer>
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+		<layer id="1848" name="self.model.model.layers.7.mlp.down_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
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 			<input>
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-					<dim>32</dim>
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-					<dim>32</dim>
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 			<output>
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-					<dim>4096</dim>
-					<dim>32</dim>
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+					<dim>3072</dim>
+					<dim>64</dim>
 					<dim>128</dim>
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 		</layer>
-		<layer id="4277" name="Constant_333060" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="140243244" size="16" />
+		<layer id="1849" name="Constant_19783" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="4278" name="Reshape_333061" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
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@@ -61406,92 +28847,170 @@
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 			<output>
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-					<dim>4096</dim>
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+					<dim>3072</dim>
+					<dim>8192</dim>
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+			</output>
+		</layer>
+		<layer id="1851" name="self.model.model.layers.7.mlp.down_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
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+					<dim>8192</dim>
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+					<dim>3072</dim>
+					<dim>8192</dim>
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 		</layer>
-		<layer id="4279" name="__module.model.layers.14.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1852" name="__module.model.model.layers.7.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
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-					<dim>4096</dim>
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1588,input.127">
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 			</output>
 		</layer>
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+		<layer id="1853" name="__module.model.model.layers.7/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
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 				<port id="1" precision="FP32">
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 			<output>
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-			<data element_type="f32" shape="1, 1, 4096" offset="2181485220" size="16384" />
+		<layer id="1854" name="Constant_300217_compressed" type="Const" version="opset1">
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+		<layer id="1855" name="Constant_300217" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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+				<port id="0" precision="FP16">
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+					<dim>1</dim>
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 			<output>
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+					<dim>1</dim>
+					<dim>3072</dim>
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+		</layer>
+		<layer id="1856" name="Constant_300216_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1" offset="98609092" size="2" />
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+					<dim>1</dim>
+					<dim>1</dim>
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+		</layer>
+		<layer id="1857" name="Constant_300216" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 					<dim>1</dim>
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+		<layer id="1858" name="Constant_300214_compressed" type="Const" version="opset1">
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 			<output>
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+		</layer>
+		<layer id="1859" name="Constant_300214" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 					<dim>1</dim>
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 				</port>
 			</output>
 		</layer>
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+		<layer id="1860" name="__module.model.model.layers.8.input_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
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@@ -61500,56 +29019,76 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2881">
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 					<dim>-1</dim>
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 		</layer>
-		<layer id="4285" name="Constant_9506" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131264804" size="4" />
+		<layer id="1861" name="Constant_3562" type="Const" version="opset1">
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 		</layer>
-		<layer id="4286" name="__module.model.layers.14.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="1862" name="__module.model.model.layers.8.input_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
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 				<port id="1" precision="I32">
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 			<output>
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 					<dim>1</dim>
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+		<layer id="1863" name="Constant_300215_compressed" type="Const" version="opset1">
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+					<dim>1</dim>
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+		<layer id="1864" name="Constant_300215" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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+				<port id="1" precision="FP32">
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 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="4288" name="__module.model.layers.14.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="1865" name="__module.model.model.layers.8.input_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
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@@ -61560,30 +29099,30 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2884">
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 		</layer>
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 		</layer>
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+		<layer id="1869" name="__module.model.model.layers.8.input_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
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 		</layer>
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 		</layer>
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 		</layer>
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+		<layer id="1876" name="self.model.model.layers.8.self_attn.qkv_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
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 			<data special_zero="false" />
 			<input>
-				<port id="0" precision="FP32">
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@@ -61778,1080 +29317,979 @@
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-					<dim>4096</dim>
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+					<dim>3072</dim>
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-			<data transpose_a="false" transpose_b="true" />
+		<layer id="1879" name="self.model.model.layers.8.self_attn.qkv_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 		</layer>
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+		<layer id="1880" name="__module.model.model.layers.8.self_attn.qkv_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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+				<port id="1" precision="FP32">
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 			<output>
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-					<dim>32</dim>
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+		<layer id="1882" name="Constant_273107" type="Const" version="opset1">
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 		</layer>
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+		<layer id="1884" name="__module.model.model.layers.8.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
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+		</layer>
+		<layer id="1942" name="self.model.model.layers.8.self_attn.rotary_emb.sin_cached" type="Convert" version="opset1">
+			<data destination_type="f32" />
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 		</layer>
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-			<data element_type="i32" shape="1" offset="159265132" size="4" />
+		<layer id="1943" name="__module.model.model.layers.8.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
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 			</output>
 		</layer>
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-			<data element_type="i32" shape="1" offset="140243272" size="4" />
+		<layer id="1944" name="__module.model.model.layers.8.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data axis="0" />
+		<layer id="1945" name="__module.model.model.layers.8.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
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-					<dim>2</dim>
+				<port id="0" precision="FP32">
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 				</port>
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 					<dim>1</dim>
@@ -62859,86 +30297,169 @@
 				<port id="2" precision="I32">
 					<dim>1</dim>
 				</port>
+				<port id="3" precision="I32">
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 			</input>
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+					<dim>-1</dim>
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 		</layer>
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-			<data special_zero="false" />
+		<layer id="1946" name="Constant_16500" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="1947" name="__module.model.model.layers.8.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
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 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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 				<port id="1" precision="I32">
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+					<dim>-1</dim>
+					<dim>-1</dim>
 				</port>
+				<port id="2" precision="I32" />
 			</input>
 			<output>
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+				<port id="3" precision="FP32" names="1651">
 					<dim>-1</dim>
 					<dim>-1</dim>
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-					<dim>128</dim>
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 		</layer>
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-			<data element_type="i32" shape="4" offset="140243276" size="16" />
+		<layer id="1948" name="__module.model.model.layers.8.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
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+					<dim>96</dim>
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 			<output>
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+				<port id="2" precision="FP32" names="1652,1670,1690,sin.67,sin.69,sin.71">
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 		</layer>
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+		<layer id="1949" name="__module.model.model.layers.8.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
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 					<dim>-1</dim>
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 					<dim>-1</dim>
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+					<dim>96</dim>
 				</port>
-				<port id="1" precision="I32">
-					<dim>4</dim>
+			</input>
+			<output>
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+					<dim>-1</dim>
+					<dim>96</dim>
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+			</output>
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+		<layer id="1950" name="__module.model.model.layers.8.self_attn/aten::add/Add" type="Add" version="opset1">
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 					<dim>-1</dim>
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 					<dim>-1</dim>
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 		</layer>
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-			<data output_type="i32" />
+		<layer id="1951" name="__module.model.model.layers.8.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
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 					<dim>-1</dim>
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 					<dim>-1</dim>
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 			</input>
 			<output>
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+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
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+		<layer id="1952" name="Constant_273230" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
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+				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="1953" name="Constant_273229" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="114104406" size="8" />
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+				<attribute name="precise" version="0" />
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+				<port id="0" precision="I64">
+					<dim>1</dim>
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+			</output>
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+		<layer id="1954" name="__module.model.model.layers.8.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
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+		<layer id="1955" name="__module.model.model.layers.8.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -62948,1406 +30469,1479 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="2947" />
+				<port id="3" precision="I32" names="1676,1681" />
 			</output>
 		</layer>
-		<layer id="4379" name="Constant_325902" type="Const" version="opset1">
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+				<port id="2" precision="I32">
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+				</port>
+			</output>
+		</layer>
+		<layer id="2044" name="Constant_27424" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98609096" size="4" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>1</dim>
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 		</layer>
-		<layer id="4481" name="__module.model.layers.15.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="2045" name="__module.model.model.layers.8.mlp/prim::ListUnpack/Concat" type="Concat" version="opset1">
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@@ -64356,2272 +31950,2485 @@
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 					<dim>1</dim>
 				</port>
+			</input>
+			<output>
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+					<dim>2</dim>
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+			</output>
+		</layer>
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+				<port id="0" precision="FP32">
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+		<layer id="2047" name="__module.model.model.layers.8.mlp.activation_fn/aten::silu/Swish" type="Swish" version="opset4">
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+				<port id="1" precision="FP32" names="1739">
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+					<dim>-1</dim>
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 		</layer>
-		<layer id="4483" name="__module.model.layers.15.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
-			<data mode="bidirectional" />
+		<layer id="2048" name="__module.model.model.layers.8.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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+		<layer id="2050" name="Convert_19816" type="Convert" version="opset1">
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+		<layer id="2051" name="self.model.model.layers.8.mlp.down_proj.weight_compressed/zero_point" type="Const" version="opset1">
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+		<layer id="2053" name="Subtract_19819" type="Subtract" version="opset1">
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+		<layer id="2054" name="self.model.model.layers.8.mlp.down_proj.weight_compressed/scale" type="Const" version="opset1">
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+		</layer>
+		<layer id="2055" name="self.model.model.layers.8.mlp.down_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
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+				<port id="0" precision="FP16">
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-			<data axis="0" />
+		<layer id="2058" name="self.model.model.layers.8.mlp.down_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
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+				<attribute name="decompression" version="0" />
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+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4632" name="__module.model.layers.16.self_attn/prim::ListConstruct/Reshape_2" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="140243272" size="4" />
+		<layer id="2199" name="__module.model.model.layers.9.self_attn/prim::ListConstruct/Reshape_1_3" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114890950" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4633" name="__module.model.layers.16.self_attn/prim::ListConstruct/Concat" type="Concat" version="opset1">
+		<layer id="2200" name="__module.model.model.layers.9.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
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@@ -66630,205 +34437,156 @@
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 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I32">
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 			</input>
 			<output>
-				<port id="3" precision="I32" names="3108">
-					<dim>4</dim>
+				<port id="2" precision="I32" names="1863">
+					<dim>3</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4634" name="__module.model.layers.16.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+		<layer id="2201" name="__module.model.model.layers.9.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="false" />
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-		<layer id="4635" name="__module.model.layers.16.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="140243276" size="16" />
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-				<port id="0" precision="I32">
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-			</output>
-		</layer>
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
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 				<port id="1" precision="I32">
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+					<dim>3</dim>
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 			<output>
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-					<dim>128</dim>
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-			</output>
-		</layer>
-		<layer id="4637" name="self.model.layers.16.self_attn.rotary_emb.cos_cached" type="Const" version="opset1">
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-					<dim>128</dim>
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-			</output>
-		</layer>
-		<layer id="4638" name="__module.model.layers.16.self_attn.rotary_emb/aten::slice/Unsqueeze" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32">
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 					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>3072</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u4" shape="1024, 32, 128" offset="2419115684" size="2097152" />
+		<layer id="2202" name="self.model.model.layers.9.self_attn.o_proj.weight_compressed" type="Const" version="opset1">
+			<data element_type="u4" shape="3072, 24, 128" offset="668748026" size="4718592" />
 			<output>
 				<port id="0" precision="U4">
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-					<dim>32</dim>
+					<dim>3072</dim>
+					<dim>24</dim>
 					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="4640" name="Convert_333173" type="Convert" version="opset1">
-			<data destination_type="f32" />
+		<layer id="2203" name="Convert_19836" type="Convert" version="opset1">
+			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
-					<dim>1024</dim>
-					<dim>32</dim>
+					<dim>3072</dim>
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 					<dim>128</dim>
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 			</input>
 			<output>
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-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="1" precision="FP16">
+					<dim>3072</dim>
+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u4" shape="1024, 32, 1" offset="2421212836" size="16384" />
+		<layer id="2204" name="self.model.model.layers.9.self_attn.o_proj.weight_compressed/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="3072, 24, 1" offset="673466618" size="36864" />
 			<output>
 				<port id="0" precision="U4">
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-					<dim>32</dim>
+					<dim>3072</dim>
+					<dim>24</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4642" name="Convert_333175" type="Convert" version="opset1">
-			<data destination_type="f32" />
+		<layer id="2205" name="Convert_19838" type="Convert" version="opset1">
+			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
-					<dim>1024</dim>
-					<dim>32</dim>
+					<dim>3072</dim>
+					<dim>24</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="FP32">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="1" precision="FP16">
+					<dim>3072</dim>
+					<dim>24</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4643" name="Subtract_333176" type="Subtract" version="opset1">
+		<layer id="2206" name="Subtract_19839" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="0" precision="FP16">
+					<dim>3072</dim>
+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="1" precision="FP16">
+					<dim>3072</dim>
+					<dim>24</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="2" precision="FP16">
+					<dim>3072</dim>
+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f32" shape="1024, 32, 1" offset="2421229220" size="131072" />
+		<layer id="2207" name="self.model.model.layers.9.self_attn.o_proj.weight_compressed/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="3072, 24, 1" offset="673503482" size="147456" />
 			<output>
-				<port id="0" precision="FP32">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="0" precision="FP16">
+					<dim>3072</dim>
+					<dim>24</dim>
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 				</port>
 			</output>
 		</layer>
-		<layer id="4645" name="self.model.layers.16.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2208" name="self.model.model.layers.9.self_attn.o_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="0" precision="FP16">
+					<dim>3072</dim>
+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="1" precision="FP16">
+					<dim>3072</dim>
+					<dim>24</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="2" precision="FP16">
+					<dim>3072</dim>
+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4646" name="Constant_333180" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="159265116" size="16" />
+		<layer id="2209" name="Constant_19843" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="119793866" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4647" name="Reshape_333181" type="Reshape" version="opset1">
+		<layer id="2210" name="Reshape_19844" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>1024</dim>
-					<dim>32</dim>
+				<port id="0" precision="FP16">
+					<dim>3072</dim>
+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
@@ -66836,325 +34594,613 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32">
-					<dim>1024</dim>
-					<dim>4096</dim>
+				<port id="2" precision="FP16">
+					<dim>3072</dim>
+					<dim>3072</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2211" name="self.model.model.layers.9.self_attn.o_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>3072</dim>
+					<dim>3072</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>3072</dim>
+					<dim>3072</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4648" name="__module.model.layers.16.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2212" name="__module.model.model.layers.9.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
 					<dim>-1</dim>
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-					<dim>4096</dim>
+					<dim>3072</dim>
 				</port>
 				<port id="1" precision="FP32">
-					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>3072</dim>
+					<dim>3072</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3105,key_states.69">
+				<port id="2" precision="FP32" names="1866,1868,input.151">
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>3072</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2213" name="__module.model.model.layers.9/aten::add/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>3072</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>1</dim>
 					<dim>-1</dim>
+					<dim>3072</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="1872,1874,1885,hidden_states.231,hidden_states.233">
+					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>1024</dim>
+					<dim>3072</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4649" name="__module.model.layers.16.self_attn/prim::ListConstruct/Reshape_1_1" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="159265132" size="4" />
+		<layer id="2214" name="Constant_300235_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 3072" offset="673650938" size="6144" />
 			<output>
-				<port id="0" precision="I32">
+				<port id="0" precision="FP16">
 					<dim>1</dim>
+					<dim>1</dim>
+					<dim>3072</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="i32" shape="1" offset="140243272" size="4" />
+		<layer id="2215" name="Constant_300235" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>3072</dim>
+				</port>
+			</input>
 			<output>
-				<port id="0" precision="I32">
+				<port id="1" precision="FP32">
+					<dim>1</dim>
 					<dim>1</dim>
+					<dim>3072</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4651" name="__module.model.layers.16.self_attn/prim::ListConstruct/Concat_1" type="Concat" version="opset1">
-			<data axis="0" />
+		<layer id="2216" name="Constant_300234_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1" offset="98609092" size="2" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2217" name="Constant_300234" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
-				<port id="0" precision="I32">
-					<dim>2</dim>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
 				</port>
-				<port id="1" precision="I32">
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+			<output>
+				<port id="1" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I32">
+			</output>
+		</layer>
+		<layer id="2218" name="Constant_300232_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1" offset="98609094" size="2" />
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+					<dim>1</dim>
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="2219" name="Constant_300232" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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+				<port id="0" precision="FP16">
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+					<dim>1</dim>
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 			</input>
 			<output>
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-					<dim>4</dim>
+				<port id="1" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
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 			</output>
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-			<data special_zero="false" />
+		<layer id="2220" name="__module.model.model.layers.9.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
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+					<dim>3072</dim>
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+				<port id="1" precision="FP32">
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 					<dim>-1</dim>
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+		<layer id="2221" name="Constant_4320" type="Const" version="opset1">
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+				<port id="0" precision="I32" names="1876">
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+			</output>
+		</layer>
+		<layer id="2222" name="__module.model.model.layers.9.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+			<data keep_dims="true" />
+			<input>
+				<port id="0" precision="FP32">
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 					<dim>-1</dim>
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 				<port id="1" precision="I32">
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 			</input>
 			<output>
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 					<dim>-1</dim>
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-					<dim>128</dim>
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@@ -67162,1104 +35208,1121 @@
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 			<data output_type="i32" />
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 				<port id="0" precision="FP32">
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@@ -68268,44 +36331,54 @@
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="2320" name="__module.model.model.layers.10.self_attn/aten::size/Constant_2" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
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+				<attribute name="precise" version="0" />
+			</rt_info>
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+		<layer id="2321" name="__module.model.model.layers.10.self_attn/aten::size/Gather_2" type="Gather" version="opset8">
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+				<port id="1" precision="I32" />
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 			<output>
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+				<port id="3" precision="I32" names="1939" />
+			</output>
+		</layer>
+		<layer id="2322" name="__module.model.model.layers.10.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+			<data output_type="i32" />
+			<input>
+				<port id="0" precision="FP32">
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 		</layer>
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="2323" name="__module.model.model.layers.10.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
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 			</output>
 		</layer>
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+		<layer id="2324" name="__module.model.model.layers.10.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
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@@ -68315,24 +36388,32 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="3176" />
+				<port id="3" precision="I32" names="1941" />
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 		</layer>
-		<layer id="4754" name="Constant_178801" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="159265144" size="8" />
+		<layer id="2325" name="__module.model.model.layers.10.self_attn/aten::add_/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="I32" />
+				<port id="1" precision="I32" />
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 			<output>
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+				<port id="2" precision="I32" names="1940,1944,1945,kv_seq_len.21" />
 			</output>
 		</layer>
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-			<data special_zero="false" />
+		<layer id="2326" name="__module.model.model.layers.10.self_attn.rotary_emb/aten::slice/Constant" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="2327" name="__module.model.model.layers.10.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
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-					<dim>1</dim>
-				</port>
+				<port id="1" precision="I32" />
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 			<output>
 				<port id="2" precision="I32">
@@ -68340,128 +36421,202 @@
 				</port>
 			</output>
 		</layer>
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-			<data element_type="i32" shape="1" offset="176042560" size="4" />
+		<layer id="2328" name="__module.model.model.layers.10.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4757" name="Constant_255070" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="176042564" size="8" />
+		<layer id="2329" name="__module.model.model.layers.10.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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+				<port id="0" precision="FP32">
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+					<dim>96</dim>
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+				<port id="3" precision="I32">
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 			<output>
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+				<port id="4" precision="FP32" names="1948,1949,1953,cos.81">
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+					<dim>96</dim>
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 			</output>
 		</layer>
-		<layer id="4758" name="Constant_255071" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="4" size="8" />
+		<layer id="2330" name="Constant_16509" type="Const" version="opset1">
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 			<output>
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 			</output>
 		</layer>
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 			<input>
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 				<port id="1" precision="I32">
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 			<output>
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+					<dim>-1</dim>
+					<dim>96</dim>
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 		</layer>
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-			<data axis="0" />
+		<layer id="2332" name="__module.model.model.layers.10.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
-				<port id="0" precision="I32">
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+				<port id="0" precision="FP32">
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 				</port>
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 					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="2333" name="__module.model.model.layers.10.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
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 					<dim>1</dim>
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 			</input>
 			<output>
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-					<dim>5</dim>
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+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
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 		</layer>
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-			<input>
+		<layer id="2334" name="Constant_273611" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
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 				<port id="0" precision="I32">
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+					<dim>4</dim>
 				</port>
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+			</output>
+		</layer>
+		<layer id="2335" name="Constant_273610" type="Const" version="opset1">
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+			<rt_info>
+				<attribute name="precise" version="0" />
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 			<output>
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-			<data mode="bidirectional" />
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 			<input>
 				<port id="0" precision="FP32">
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-					<dim>8</dim>
 					<dim>1</dim>
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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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+					<dim>4</dim>
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-			</input>
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+		<layer id="2337" name="__module.model.model.layers.10.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 			<output>
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-					<dim>-1</dim>
-					<dim>128</dim>
+				<port id="0" precision="I32" />
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+		</layer>
+		<layer id="2338" name="__module.model.model.layers.10.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+			<data batch_dims="0" />
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+					<dim>4</dim>
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+				<port id="3" precision="I32" names="1964,1969" />
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-			<data auto_broadcast="numpy" />
+		<layer id="2339" name="__module.model.model.layers.10.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
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 			<input>
 				<port id="0" precision="I32" />
 				<port id="1" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="I32" names="3187,3188" />
+				<port id="2" precision="I32" />
 			</output>
 		</layer>
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-			<data element_type="i64" shape="1" offset="159265144" size="8" />
+		<layer id="2340" name="__module.model.model.layers.10.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
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+				<port id="0" precision="I32" />
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 			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
+				<port id="1" precision="I32" names="1966,1967,1971,1972" />
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 		</layer>
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-			<data special_zero="false" />
+		<layer id="2341" name="__module.model.model.layers.10.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="2342" name="__module.model.model.layers.10.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
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+				<port id="1" precision="I32" />
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 			<output>
 				<port id="2" precision="I32">
@@ -68469,393 +36624,516 @@
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 			</output>
 		</layer>
-		<layer id="4766" name="__module.model.layers.16.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
-			<data axis="0" />
+		<layer id="2343" name="Constant_273609" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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+			<output>
+				<port id="0" precision="I32">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2344" name="ScatterUpdate_273612" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I32">
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+			<data element_type="i32" shape="4" offset="114104390" size="16" />
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+		<layer id="2367" name="Constant_273713" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="114104406" size="8" />
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-			<data element_type="i32" shape="1" offset="159265140" size="4" />
+		<layer id="2368" name="__module.model.model.layers.10.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
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+			</output>
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+		<layer id="2371" name="__module.model.model.layers.10.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
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+				<port id="0" precision="I32" />
+			</input>
+			<output>
+				<port id="1" precision="I32" names="1986,1987,1991,1992" />
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+		<layer id="2372" name="__module.model.model.layers.10.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
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+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="2373" name="__module.model.model.layers.10.self_attn/aten::slice/Unsqueeze_21" type="Unsqueeze" version="opset1">
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 				<port id="0" precision="I32">
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-			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2375" name="ScatterUpdate_273715" type="ScatterUpdate" version="opset3">
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 				<port id="3" precision="I32">
@@ -68863,124 +37141,154 @@
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-				<port id="0" precision="I32">
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+				<port id="4" precision="I32">
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 		</layer>
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-			<data element_type="i64" shape="2" offset="176042456" size="16" />
+		<layer id="2376" name="Constant_273718" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="114104418" size="32" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 			<output>
 				<port id="0" precision="I64">
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+					<dim>4</dim>
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 		</layer>
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-			<data element_type="i32" shape="2" offset="176042472" size="8" />
+		<layer id="2377" name="Constant_273721" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 				<port id="0" precision="I32">
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+		<layer id="2378" name="__module.model.model.layers.10.self_attn/aten::slice/Slice_4" type="StridedSlice" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
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 			<output>
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 		</layer>
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+		<layer id="2379" name="Constant_300241_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1, 1" offset="114104466" size="2" />
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+					<dim>1</dim>
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="2380" name="Constant_300241" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<output>
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-					<dim>8</dim>
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 		</layer>
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+		<layer id="2381" name="__module.model.model.layers.10.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
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+		<layer id="2382" name="Constant_273767" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
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 			<output>
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+				<port id="0" precision="I32">
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 				</port>
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+		<layer id="2383" name="Constant_273772" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
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 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
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 					<dim>1</dim>
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 					<dim>-1</dim>
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 				<port id="1" precision="I32">
 					<dim>4</dim>
 				</port>
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 				<port id="3" precision="I32">
@@ -68988,403 +37296,441 @@
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 			</input>
 			<output>
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-					<dim>-1</dim>
-					<dim>8</dim>
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-			<output>
-				<port id="0" precision="I32">
-					<dim>5</dim>
+		<layer id="2385" name="__module.model.model.layers.10.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+			<data axis="-1" />
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-				<port id="0" precision="I64">
-					<dim>5</dim>
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-		<layer id="4804" name="Constant_265945" type="Const" version="opset1">
-			<data element_type="i32" shape="5" offset="176042540" size="20" />
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 			<output>
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-					<dim>5</dim>
+				<port id="2" precision="FP32" names="1996,1997">
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+		<layer id="2386" name="__module.model.model.layers.10.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
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-					<dim>8</dim>
 					<dim>1</dim>
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-				<port id="2" precision="I64">
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 					<dim>-1</dim>
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@@ -69395,247 +37741,285 @@
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+		<layer id="2416" name="self.model.model.layers.10.self_attn.o_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
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 			</output>
 		</layer>
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 				<port id="0" precision="FP32">
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+		<layer id="2419" name="Constant_300246_compressed" type="Const" version="opset1">
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+		<layer id="2420" name="Constant_300246" type="Convert" version="opset1">
+			<data destination_type="f32" />
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+				<attribute name="decompression" version="0" />
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+					<dim>3072</dim>
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+			<data element_type="f16" shape="1, 1, 1" offset="98609092" size="2" />
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+		<layer id="2422" name="Constant_300245" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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+					<dim>1</dim>
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+		<layer id="2423" name="Constant_300243_compressed" type="Const" version="opset1">
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+					<dim>1</dim>
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+		</layer>
+		<layer id="2424" name="Constant_300243" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			</output>
 		</layer>
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+		<layer id="2425" name="__module.model.model.layers.10.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
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 				<port id="1" precision="FP32">
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@@ -69644,56 +38028,76 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3221">
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+				<port id="2" precision="FP32" names="2029">
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+		<layer id="2426" name="Constant_4722" type="Const" version="opset1">
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 		</layer>
-		<layer id="4848" name="__module.model.layers.16.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="2427" name="__module.model.model.layers.10.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
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 				<port id="1" precision="I32">
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="4849" name="Constant_288109" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1" offset="131264808" size="4" />
+		<layer id="2428" name="Constant_300244_compressed" type="Const" version="opset1">
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+					<dim>1</dim>
+					<dim>1</dim>
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+		</layer>
+		<layer id="2429" name="Constant_300244" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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+			<input>
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+					<dim>1</dim>
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 					<dim>1</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
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+		<layer id="2430" name="__module.model.model.layers.10.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
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@@ -69704,30 +38108,30 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3224">
-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="2032">
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 		</layer>
-		<layer id="4851" name="__module.model.layers.16.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="2431" name="__module.model.model.layers.10.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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 			<output>
 				<port id="1" precision="FP32">
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 		</layer>
-		<layer id="4852" name="__module.model.layers.16.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="2432" name="__module.model.model.layers.10.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -69736,495 +38140,532 @@
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 				</port>
 				<port id="1" precision="FP32">
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 			<output>
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 		</layer>
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+		<layer id="2433" name="__module.model.model.layers.10.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
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 				<port id="1" precision="FP32">
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 			<output>
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 					<dim>-1</dim>
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 		</layer>
-		<layer id="4854" name="__module.model.layers.16.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2434" name="__module.model.model.layers.10.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
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 				<port id="1" precision="FP32">
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 			<output>
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@@ -70232,92 +38673,170 @@
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+		<layer id="2472" name="Constant_300250" type="Convert" version="opset1">
+			<data destination_type="f32" />
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 			<input>
 				<port id="0" precision="FP32">
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 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
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 				<port id="1" precision="I32">
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+		<layer id="2481" name="Constant_300248" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
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@@ -70386,30 +38925,30 @@
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 		</layer>
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 				<port id="0" precision="FP32">
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@@ -70418,500 +38957,371 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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+			<data element_type="i32" shape="1" offset="113317906" size="4" />
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 				<port id="0" precision="FP32">
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-			<data element_type="i32" shape="4" offset="140243276" size="16" />
+		<layer id="2510" name="__module.model.model.layers.11.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="113317914" size="16" />
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+		<layer id="2511" name="__module.model.model.layers.11.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
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 				<port id="0" precision="FP32">
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-			<data output_type="i32" />
+		<layer id="2512" name="self.model.model.layers.11.self_attn.rotary_emb.cos_cached_compressed" type="Const" version="opset1">
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+					<dim>4096</dim>
+					<dim>96</dim>
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+			</output>
+		</layer>
+		<layer id="2513" name="self.model.model.layers.11.self_attn.rotary_emb.cos_cached" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
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+			<data element_type="i32" shape="1" offset="98602944" size="4" />
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 		</layer>
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 		</layer>
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+		<layer id="2525" name="__module.model.model.layers.11.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
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 					<dim>-1</dim>
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 			<output>
@@ -71148,13 +39591,16 @@
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="2526" name="__module.model.model.layers.11.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
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 		</layer>
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 			<data batch_dims="0" />
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@@ -71164,26 +39610,29 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
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+				<port id="3" precision="I32" names="2095" />
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 		</layer>
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+		<layer id="2528" name="__module.model.model.layers.11.self_attn/aten::add_/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
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 			</input>
 			<output>
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+				<port id="2" precision="I32" names="2094,2098,2099,kv_seq_len.23" />
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 		</layer>
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="2529" name="__module.model.model.layers.11.self_attn.rotary_emb/aten::slice/Constant" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4951" name="__module.model.layers.17.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="2530" name="__module.model.model.layers.11.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 				<port id="1" precision="I32" />
@@ -71194,20 +39643,23 @@
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 			</output>
 		</layer>
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-			<data element_type="i32" shape="1" offset="159265140" size="4" />
+		<layer id="2531" name="__module.model.model.layers.11.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4953" name="__module.model.layers.17.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="2532" name="__module.model.model.layers.11.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>1</dim>
@@ -71220,24 +39672,24 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3296,3297,3301,cos.69">
+				<port id="4" precision="FP32" names="2102,2103,2107,cos.89">
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4954" name="Constant_28003" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="2533" name="Constant_16515" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4955" name="__module.model.layers.17.self_attn/aten::index/Gather" type="Gather" version="opset8">
+		<layer id="2534" name="__module.model.model.layers.11.self_attn/aten::index/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>-1</dim>
@@ -71246,80 +39698,86 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="3304">
+				<port id="3" precision="FP32" names="2110">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4956" name="__module.model.layers.17.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="2535" name="__module.model.model.layers.11.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3305,cos.71">
+				<port id="2" precision="FP32" names="2111,2116,2136,cos.91,cos.93,cos.95">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4957" name="__module.model.layers.17.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2536" name="__module.model.model.layers.11.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3309">
+				<port id="2" precision="FP32" names="2117">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4958" name="Constant_265950" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265152" size="16" />
+		<layer id="2537" name="Constant_273853" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4959" name="Constant_265949" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="159265168" size="8" />
+		<layer id="2538" name="Constant_273852" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="114104406" size="8" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4960" name="__module.model.layers.17.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="2539" name="__module.model.model.layers.11.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
@@ -71328,13 +39786,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4961" name="__module.model.layers.17.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="2540" name="__module.model.model.layers.11.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4962" name="__module.model.layers.17.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="2541" name="__module.model.model.layers.11.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -71344,10 +39805,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="3310,3315" />
+				<port id="3" precision="I32" names="2118,2123" />
 			</output>
 		</layer>
-		<layer id="4963" name="__module.model.layers.17.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="2542" name="__module.model.model.layers.11.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32" />
@@ -71357,21 +39818,24 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4964" name="__module.model.layers.17.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="2543" name="__module.model.model.layers.11.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 			</input>
 			<output>
-				<port id="1" precision="I32" names="3312,3313,3317,3318" />
+				<port id="1" precision="I32" names="2120,2121,2125,2126" />
 			</output>
 		</layer>
-		<layer id="4965" name="__module.model.layers.17.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="2544" name="__module.model.model.layers.11.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4966" name="__module.model.layers.17.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
+		<layer id="2545" name="__module.model.model.layers.11.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 				<port id="1" precision="I32" />
@@ -71382,15 +39846,18 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4967" name="Constant_265948" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="2546" name="Constant_273851" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4968" name="ScatterUpdate_265951" type="ScatterUpdate" version="opset3">
+		<layer id="2547" name="ScatterUpdate_273854" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I32">
 					<dim>4</dim>
@@ -71411,30 +39878,36 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4969" name="Constant_265954" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="159265180" size="32" />
+		<layer id="2548" name="Constant_273857" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="114104418" size="32" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4970" name="Constant_265957" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265212" size="16" />
+		<layer id="2549" name="Constant_273860" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4971" name="__module.model.layers.17.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="2550" name="__module.model.model.layers.11.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>4</dim>
@@ -71447,18 +39920,40 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3319,x2.69">
-					<dim>-1</dim>
+				<port id="4" precision="FP32" names="2127,x2.45">
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4972" name="Constant_288116" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="159265228" size="4" />
+		<layer id="2551" name="Constant_300251_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1, 1" offset="114104466" size="2" />
 			<output>
-				<port id="0" precision="FP32">
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2552" name="Constant_300251" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -71466,14 +39961,14 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4973" name="__module.model.layers.17.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="2553" name="__module.model.model.layers.11.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>1</dim>
@@ -71483,38 +39978,44 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3320">
-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="2128">
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4974" name="Constant_266003" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265152" size="16" />
+		<layer id="2554" name="Constant_273906" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4975" name="Constant_266008" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265212" size="16" />
+		<layer id="2555" name="Constant_273911" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4976" name="__module.model.layers.17.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="2556" name="__module.model.model.layers.11.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>4</dim>
@@ -71527,70 +40028,94 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3314">
-					<dim>-1</dim>
+				<port id="4" precision="FP32" names="2122,x1.45">
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4977" name="__module.model.layers.17.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="2557" name="__module.model.model.layers.11.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 				<port id="1" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3322">
-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="2130,2131">
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4978" name="self.model.layers.17.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
-			<data element_type="f32" shape="32768, 128" offset="159265232" size="16777216" />
+		<layer id="2558" name="self.model.model.layers.11.self_attn.rotary_emb.sin_cached_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 96" offset="114104468" size="786432" />
 			<output>
-				<port id="0" precision="FP32" names="self.model.layers.17.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
-					<dim>128</dim>
+				<port id="0" precision="FP16" names="self.model.model.layers.11.self_attn.rotary_emb.sin_cached">
+					<dim>4096</dim>
+					<dim>96</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2559" name="self.model.model.layers.11.self_attn.rotary_emb.sin_cached" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>96</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>4096</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4979" name="__module.model.layers.17.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="2560" name="__module.model.model.layers.11.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="i32" shape="1" offset="159265140" size="4" />
+		<layer id="2561" name="__module.model.model.layers.11.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
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 				</port>
 			</output>
 		</layer>
-		<layer id="4981" name="__module.model.layers.17.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="2562" name="__module.model.model.layers.11.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>1</dim>
@@ -71603,24 +40128,24 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3298,3299,3302,sin.69">
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+					<dim>96</dim>
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 		</layer>
-		<layer id="4982" name="Constant_28006" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="2563" name="Constant_16518" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4983" name="__module.model.layers.17.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
+		<layer id="2564" name="__module.model.model.layers.11.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
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 					<dim>-1</dim>
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+					<dim>96</dim>
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 				<port id="1" precision="I32">
 					<dim>-1</dim>
@@ -71629,129 +40154,138 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="3307">
+				<port id="3" precision="FP32" names="2113">
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 					<dim>-1</dim>
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 		</layer>
-		<layer id="4984" name="__module.model.layers.17.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="2565" name="__module.model.model.layers.11.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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+					<dim>96</dim>
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 				<port id="1" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3308,sin.71">
+				<port id="2" precision="FP32" names="2114,2132,2152,sin.91,sin.93,sin.95">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="4985" name="__module.model.layers.17.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2566" name="__module.model.model.layers.11.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
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 					<dim>-1</dim>
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+					<dim>96</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
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+					<dim>96</dim>
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3323">
+				<port id="2" precision="FP32" names="2133">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4986" name="__module.model.layers.17.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="2567" name="__module.model.model.layers.11.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
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+					<dim>96</dim>
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3324">
+				<port id="2" precision="FP32" names="2134,2155,q_embed.23,query_states.47">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4987" name="__module.model.layers.17.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="2568" name="__module.model.model.layers.11.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
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-					<dim>-1</dim>
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+					<dim>96</dim>
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 				<port id="1" precision="FP32">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
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+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3325">
+				<port id="2" precision="FP32" names="2137">
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
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+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4988" name="Constant_266053" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265152" size="16" />
+		<layer id="2569" name="Constant_273956" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4989" name="Constant_266052" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="159265168" size="8" />
+		<layer id="2570" name="Constant_273955" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="114104406" size="8" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4990" name="__module.model.layers.17.self_attn/aten::size/Constant_7" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="2571" name="__module.model.model.layers.11.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4991" name="__module.model.layers.17.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="2572" name="__module.model.model.layers.11.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -71761,10 +40295,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="3326,3331" />
+				<port id="3" precision="I32" names="2138,2143" />
 			</output>
 		</layer>
-		<layer id="4992" name="__module.model.layers.17.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="2573" name="__module.model.model.layers.11.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32" />
@@ -71774,21 +40308,24 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4993" name="__module.model.layers.17.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="2574" name="__module.model.model.layers.11.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 			</input>
 			<output>
-				<port id="1" precision="I32" names="3328,3329,3333,3334" />
+				<port id="1" precision="I32" names="2140,2141,2145,2146" />
 			</output>
 		</layer>
-		<layer id="4994" name="__module.model.layers.17.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="2575" name="__module.model.model.layers.11.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4995" name="__module.model.layers.17.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
+		<layer id="2576" name="__module.model.model.layers.11.self_attn/aten::slice/Unsqueeze_21" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 				<port id="1" precision="I32" />
@@ -71799,15 +40336,18 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4996" name="Constant_266051" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="2577" name="Constant_273954" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4997" name="ScatterUpdate_266054" type="ScatterUpdate" version="opset3">
+		<layer id="2578" name="ScatterUpdate_273957" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I32">
 					<dim>4</dim>
@@ -71828,30 +40368,36 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4998" name="Constant_266057" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="159265180" size="32" />
+		<layer id="2579" name="Constant_273960" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="114104418" size="32" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4999" name="Constant_266060" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265212" size="16" />
+		<layer id="2580" name="Constant_273963" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5000" name="__module.model.layers.17.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
+		<layer id="2581" name="__module.model.model.layers.11.self_attn/aten::slice/Slice_4" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>4</dim>
@@ -71864,18 +40410,40 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3335,x2.71">
-					<dim>-1</dim>
-					<dim>8</dim>
+				<port id="4" precision="FP32" names="2147,x2.47">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5001" name="Constant_288117" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="159265228" size="4" />
+		<layer id="2582" name="Constant_300252_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1, 1" offset="114104466" size="2" />
 			<output>
-				<port id="0" precision="FP32">
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2583" name="Constant_300252" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -71883,14 +40451,14 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5002" name="__module.model.layers.17.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2584" name="__module.model.model.layers.11.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>1</dim>
@@ -71900,38 +40468,44 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3336">
-					<dim>-1</dim>
-					<dim>8</dim>
+				<port id="2" precision="FP32" names="2148">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5003" name="Constant_266106" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265152" size="16" />
+		<layer id="2585" name="Constant_274009" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5004" name="Constant_266111" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265212" size="16" />
+		<layer id="2586" name="Constant_274014" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5005" name="__module.model.layers.17.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
+		<layer id="2587" name="__module.model.model.layers.11.self_attn/aten::slice/Slice_5" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>4</dim>
@@ -71944,1637 +40518,1376 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3330">
-					<dim>-1</dim>
-					<dim>8</dim>
+				<port id="4" precision="FP32" names="2142,x1.47">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5006" name="__module.model.layers.17.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="2588" name="__module.model.model.layers.11.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 				<port id="1" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
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-					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</input>
 			<output>
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 		</layer>
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-					<dim>32</dim>
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+		<layer id="2669" name="Constant_19943" type="Const" version="opset1">
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@@ -73582,92 +41895,170 @@
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 			<output>
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-					<dim>4096</dim>
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+					<dim>3072</dim>
+					<dim>8192</dim>
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+		</layer>
+		<layer id="2671" name="self.model.model.layers.11.mlp.down_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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+					<dim>8192</dim>
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+					<dim>3072</dim>
+					<dim>8192</dim>
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+		<layer id="2672" name="__module.model.model.layers.11.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
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-					<dim>4096</dim>
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2204,input.191">
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 			</output>
 		</layer>
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+		<layer id="2673" name="__module.model.model.layers.11/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
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+					<dim>3072</dim>
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 				<port id="1" precision="FP32">
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 			<output>
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 		</layer>
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-			<data element_type="f32" shape="1, 1, 4096" offset="2588432036" size="16384" />
+		<layer id="2674" name="Constant_300261_compressed" type="Const" version="opset1">
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 			<output>
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 					<dim>1</dim>
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+					<dim>3072</dim>
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+			</output>
+		</layer>
+		<layer id="2675" name="Constant_300261" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
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+					<dim>3072</dim>
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+			<output>
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+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>3072</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f32" shape="1, 1, 1" offset="131264796" size="4" />
+		<layer id="2676" name="Constant_300260_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1" offset="98609092" size="2" />
 			<output>
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 					<dim>1</dim>
 					<dim>1</dim>
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-			<data element_type="f32" shape="1, 1, 1" offset="131264800" size="4" />
+		<layer id="2677" name="Constant_300260" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<output>
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+					<dim>1</dim>
+					<dim>1</dim>
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+		<layer id="2678" name="Constant_300258_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1" offset="98609094" size="2" />
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+		</layer>
+		<layer id="2679" name="Constant_300258" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 					<dim>1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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+		<layer id="2680" name="__module.model.model.layers.12.input_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
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 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
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@@ -73676,56 +42067,76 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3391">
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 					<dim>-1</dim>
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 		</layer>
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+		<layer id="2681" name="Constant_5170" type="Const" version="opset1">
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 			<output>
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 		</layer>
-		<layer id="5127" name="__module.model.layers.17.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="2682" name="__module.model.model.layers.12.input_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
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 					<dim>-1</dim>
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 				<port id="1" precision="I32">
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
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+		<layer id="2683" name="Constant_300259_compressed" type="Const" version="opset1">
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 			<output>
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+					<dim>1</dim>
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+		</layer>
+		<layer id="2684" name="Constant_300259" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 					<dim>1</dim>
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 			</output>
 		</layer>
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+		<layer id="2685" name="__module.model.model.layers.12.input_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
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@@ -73736,30 +42147,30 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3394">
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 		</layer>
-		<layer id="5130" name="__module.model.layers.17.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="2686" name="__module.model.model.layers.12.input_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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 			<output>
 				<port id="1" precision="FP32">
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 		</layer>
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+		<layer id="2687" name="__module.model.model.layers.12.input_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -73768,185 +42179,185 @@
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 				</port>
 				<port id="1" precision="FP32">
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 			<output>
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 		</layer>
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+		<layer id="2688" name="__module.model.model.layers.12.input_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
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 				<port id="1" precision="FP32">
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 			<output>
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 		</layer>
-		<layer id="5133" name="__module.model.layers.17.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2689" name="__module.model.model.layers.12.input_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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 					<dim>1</dim>
 					<dim>1</dim>
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 		</layer>
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 		</layer>
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+		<layer id="2697" name="Constant_19953" type="Const" version="opset1">
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 		</layer>
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@@ -73954,1127 +42365,1149 @@
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+		<layer id="2699" name="self.model.model.layers.12.self_attn.qkv_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
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 		</layer>
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+		<layer id="2700" name="__module.model.model.layers.12.self_attn.qkv_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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+		<layer id="2704" name="__module.model.model.layers.12.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
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+		<layer id="2765" name="__module.model.model.layers.12.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
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+		<layer id="2769" name="__module.model.model.layers.12.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
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 		</layer>
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+		<layer id="2771" name="__module.model.model.layers.12.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
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 		</layer>
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+		<layer id="2772" name="Constant_274198" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="2773" name="Constant_274197" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="114104406" size="8" />
+			<rt_info>
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+		<layer id="2774" name="__module.model.model.layers.12.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
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+		<layer id="2775" name="__module.model.model.layers.12.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
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@@ -75084,2085 +43517,2518 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="3457" />
+				<port id="3" precision="I32" names="2292,2297" />
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 		</layer>
-		<layer id="5218" name="Constant_325980" type="Const" version="opset1">
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+		<layer id="2776" name="__module.model.model.layers.12.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
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+				<port id="0" precision="I32" />
+				<port id="1" precision="I32" />
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 			<output>
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+				<port id="2" precision="I32" />
+			</output>
+		</layer>
+		<layer id="2777" name="__module.model.model.layers.12.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+			<input>
+				<port id="0" precision="I32" />
+			</input>
+			<output>
+				<port id="1" precision="I32" names="2294,2295,2299,2300" />
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-			<data element_type="i64" shape="1" offset="12" size="8" />
+		<layer id="2778" name="__module.model.model.layers.12.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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+				<port id="0" precision="I32" />
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-		<layer id="5220" name="Constant_325975" type="Const" version="opset1">
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+		<layer id="2779" name="__module.model.model.layers.12.self_attn/aten::slice/Unsqueeze_21" type="Unsqueeze" version="opset1">
+			<input>
+				<port id="0" precision="I32" />
+				<port id="1" precision="I32" />
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 			<output>
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-		<layer id="5221" name="Constant_325977" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="20" size="8" />
+		<layer id="2780" name="Constant_274196" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
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+				<attribute name="precise" version="0" />
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 		</layer>
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 			<input>
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 				<port id="1" precision="I64">
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 				</port>
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 			<output>
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-				<port id="0" precision="FP32" />
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+		<layer id="2782" name="Constant_274202" type="Const" version="opset1">
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+			</output>
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+		<layer id="2783" name="Constant_274205" type="Const" version="opset1">
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-					<dim>2</dim>
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-				<port id="3" precision="I32">
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+					<dim>96</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2920" name="self.model.model.layers.13.self_attn.rotary_emb.cos_cached_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 96" offset="113317930" size="786432" />
+			<output>
+				<port id="0" precision="FP16" names="self.model.model.layers.13.self_attn.rotary_emb.cos_cached">
+					<dim>4096</dim>
+					<dim>96</dim>
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 			</output>
 		</layer>
-		<layer id="5357" name="__module.model.layers.18.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="2921" name="self.model.model.layers.13.self_attn.rotary_emb.cos_cached" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
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-					<dim>8</dim>
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 			<output>
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+				<port id="1" precision="FP32">
+					<dim>4096</dim>
+					<dim>96</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2922" name="__module.model.model.layers.13.self_attn.rotary_emb/aten::slice/Unsqueeze" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
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+				<port id="0" precision="I32">
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-		<layer id="5358" name="Constant_266487" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265152" size="16" />
+		<layer id="2923" name="Constant_274326" type="Const" version="opset1">
+			<data element_type="i32" shape="3" offset="113317866" size="12" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
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+					<dim>3</dim>
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 		</layer>
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-			<data element_type="i64" shape="4" offset="159265180" size="32" />
+		<layer id="2924" name="Constant_274329" type="Const" version="opset1">
+			<data element_type="i32" shape="3" offset="114104362" size="12" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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+				<port id="0" precision="I32">
+					<dim>3</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5360" name="Constant_266493" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265212" size="16" />
+		<layer id="2925" name="Constant_274332" type="Const" version="opset1">
+			<data element_type="i32" shape="3" offset="113317878" size="12" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
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 				<port id="0" precision="I32">
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+					<dim>3</dim>
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2926" name="__module.model.model.layers.13.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+			<data begin_mask="1, 1, 0" end_mask="1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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 					<dim>-1</dim>
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+					<dim>9216</dim>
 				</port>
 				<port id="1" precision="I32">
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+					<dim>3</dim>
 				</port>
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+				<port id="2" precision="I32">
+					<dim>3</dim>
 				</port>
 				<port id="3" precision="I32">
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+					<dim>3</dim>
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 			</input>
 			<output>
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-					<dim>8</dim>
+				<port id="4" precision="FP32" names="2390,key_states.81">
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+					<dim>3072</dim>
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 			</output>
 		</layer>
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-			<output>
-				<port id="0" precision="I32">
-					<dim>5</dim>
+		<layer id="2927" name="__module.model.model.layers.13.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP32">
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+					<dim>-1</dim>
+					<dim>3072</dim>
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-		<layer id="5363" name="Constant_266502" type="Const" version="opset1">
-			<data element_type="i64" shape="5" offset="176042500" size="40" />
+				<port id="1" precision="I32">
+					<dim>4</dim>
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+			</input>
 			<output>
-				<port id="0" precision="I64">
-					<dim>5</dim>
+				<port id="2" precision="FP32" names="2396">
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>32</dim>
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 			</output>
 		</layer>
-		<layer id="5364" name="Constant_266505" type="Const" version="opset1">
-			<data element_type="i32" shape="5" offset="176042540" size="20" />
+		<layer id="2928" name="__module.model.model.layers.13.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="113317914" size="16" />
 			<output>
 				<port id="0" precision="I32">
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 				</port>
 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 1, 0" end_mask="1, 1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2929" name="__module.model.model.layers.13.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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-					<dim>8</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
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 				</port>
 				<port id="1" precision="I32">
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-					<dim>5</dim>
-				</port>
-				<port id="3" precision="I32">
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 				</port>
 			</input>
 			<output>
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-					<dim>-1</dim>
-					<dim>8</dim>
+				<port id="2" precision="FP32" names="2397,2443,k.27,key_states.83">
 					<dim>1</dim>
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 					<dim>-1</dim>
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 			</output>
 		</layer>
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+		<layer id="2930" name="__module.model.model.layers.13.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
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-					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
@@ -77171,44 +46037,54 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5367" name="Constant_254180" type="Const" version="opset1">
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-				<port id="0" precision="I32">
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-		<layer id="5368" name="__module.model.layers.18.self_attn/aten::size/Constant_12" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="2931" name="__module.model.model.layers.13.self_attn/aten::size/Constant_2" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5369" name="__module.model.layers.18.self_attn/aten::size/Gather_12" type="Gather" version="opset8">
+		<layer id="2932" name="__module.model.model.layers.13.self_attn/aten::size/Gather_2" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
-				<port id="1" precision="I32">
-					<dim>1</dim>
-				</port>
+				<port id="1" precision="I32" />
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="3531">
+				<port id="3" precision="I32" names="2401" />
+			</output>
+		</layer>
+		<layer id="2933" name="__module.model.model.layers.13.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+			<data output_type="i32" />
+			<input>
+				<port id="0" precision="FP32">
 					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I32">
+					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5370" name="__module.model.layers.18.self_attn/aten::size/Constant_13" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="2934" name="__module.model.model.layers.13.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5371" name="__module.model.layers.18.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
+		<layer id="2935" name="__module.model.model.layers.13.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -77218,24 +46094,32 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="3532" />
+				<port id="3" precision="I32" names="2403" />
+			</output>
+		</layer>
+		<layer id="2936" name="__module.model.model.layers.13.self_attn/aten::add_/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="I32" />
+				<port id="1" precision="I32" />
+			</input>
+			<output>
+				<port id="2" precision="I32" names="2402,2406,2407,kv_seq_len.27" />
 			</output>
 		</layer>
-		<layer id="5372" name="Constant_178880" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="159265144" size="8" />
+		<layer id="2937" name="__module.model.model.layers.13.self_attn.rotary_emb/aten::slice/Constant" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
+				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5373" name="__module.model.layers.18.self_attn/prim::ListConstruct/Reshape_0_5" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="2938" name="__module.model.model.layers.13.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
+				<port id="1" precision="I32" />
 			</input>
 			<output>
 				<port id="2" precision="I32">
@@ -77243,128 +46127,202 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5374" name="__module.model.layers.18.self_attn/prim::ListConstruct/Reshape_1_5" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="176042560" size="4" />
+		<layer id="2939" name="__module.model.model.layers.13.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5375" name="Constant_255150" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="176042564" size="8" />
+		<layer id="2940" name="__module.model.model.layers.13.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>4096</dim>
+					<dim>96</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">
+					<dim>1</dim>
+				</port>
+			</input>
 			<output>
-				<port id="0" precision="I32">
-					<dim>2</dim>
+				<port id="4" precision="FP32" names="2410,2411,2415,cos.105">
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5376" name="Constant_255151" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="4" size="8" />
+		<layer id="2941" name="Constant_16527" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
 			<output>
-				<port id="0" precision="I64" />
+				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5377" name="Gather_255152" type="Gather" version="opset8">
+		<layer id="2942" name="__module.model.model.layers.13.self_attn/aten::index/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
-				<port id="0" precision="I32">
-					<dim>4</dim>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
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+					<dim>-1</dim>
+					<dim>-1</dim>
 				</port>
-				<port id="2" precision="I64" />
+				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32">
-					<dim>2</dim>
+				<port id="3" precision="FP32" names="2418">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5378" name="__module.model.layers.18.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
-			<data axis="0" />
+		<layer id="2943" name="__module.model.model.layers.13.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
-				<port id="0" precision="I32">
-					<dim>1</dim>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
-				<port id="1" precision="I32">
+				<port id="1" precision="I32" />
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+			<output>
+				<port id="2" precision="FP32" names="2419,2424,2444,cos.107,cos.109,cos.111">
+					<dim>-1</dim>
 					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
-				<port id="2" precision="I32">
+			</output>
+		</layer>
+		<layer id="2944" name="__module.model.model.layers.13.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
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+				<port id="0" precision="FP32">
 					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
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 				</port>
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-					<dim>2</dim>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I32" names="3541">
-					<dim>5</dim>
+				<port id="2" precision="FP32" names="2425">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5379" name="__module.model.layers.18.self_attn/aten::expand/Abs_1" type="Abs" version="opset1">
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+		<layer id="2945" name="Constant_274337" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
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+		<layer id="2952" name="__module.model.model.layers.13.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
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+		<layer id="2953" name="__module.model.model.layers.13.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
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@@ -77372,1003 +46330,1271 @@
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 		</layer>
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 		</layer>
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+		<layer id="3025" name="self.model.model.layers.13.self_attn.o_proj.weight_compressed/scale" type="Const" version="opset1">
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 		</layer>
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+		<layer id="3026" name="self.model.model.layers.13.self_attn.o_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
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 			<output>
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 		</layer>
-		<layer id="5444" name="Constant_333370" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="318697108" size="16" />
+		<layer id="3027" name="Constant_20003" type="Const" version="opset1">
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 		</layer>
-		<layer id="5445" name="Reshape_333371" type="Reshape" version="opset1">
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 			<data special_zero="false" />
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@@ -78376,92 +47602,170 @@
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 			<output>
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+					<dim>3072</dim>
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+		</layer>
+		<layer id="3029" name="self.model.model.layers.13.self_attn.o_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
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+					<dim>3072</dim>
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 		</layer>
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+		<layer id="3030" name="__module.model.model.layers.13.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
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-					<dim>14336</dim>
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 			</input>
 			<output>
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-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="2482,2484,input.215">
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 			</output>
 		</layer>
-		<layer id="5447" name="__module.model.layers.18/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="3031" name="__module.model.model.layers.13/aten::add/Add" type="Add" version="opset1">
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 				<port id="0" precision="FP32">
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 			<output>
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 		</layer>
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-			<data element_type="f32" shape="1, 1, 4096" offset="2803383972" size="16384" />
+		<layer id="3032" name="Constant_300279_compressed" type="Const" version="opset1">
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 					<dim>1</dim>
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 		</layer>
-		<layer id="5449" name="Constant_288134" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1" offset="131264796" size="4" />
+		<layer id="3033" name="Constant_300279" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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+					<dim>1</dim>
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 			<output>
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+					<dim>1</dim>
+					<dim>3072</dim>
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+			</output>
+		</layer>
+		<layer id="3034" name="Constant_300278_compressed" type="Const" version="opset1">
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 					<dim>1</dim>
 					<dim>1</dim>
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+		<layer id="3035" name="Constant_300278" type="Convert" version="opset1">
+			<data destination_type="f32" />
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+				<attribute name="decompression" version="0" />
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 			<output>
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+		<layer id="3036" name="Constant_300276_compressed" type="Const" version="opset1">
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+		<layer id="3037" name="Constant_300276" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 					<dim>1</dim>
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 			</output>
 		</layer>
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+		<layer id="3038" name="__module.model.model.layers.13.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
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+					<dim>3072</dim>
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 				<port id="1" precision="FP32">
 					<dim>1</dim>
@@ -78470,56 +47774,76 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3594">
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 					<dim>-1</dim>
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 		</layer>
-		<layer id="5452" name="Constant_12021" type="Const" version="opset1">
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+		<layer id="3039" name="Constant_5928" type="Const" version="opset1">
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 		</layer>
-		<layer id="5453" name="__module.model.layers.19.input_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="3040" name="__module.model.model.layers.13.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
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 				<port id="1" precision="I32">
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 			<output>
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+		<layer id="3041" name="Constant_300277_compressed" type="Const" version="opset1">
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+					<dim>1</dim>
+					<dim>1</dim>
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+		<layer id="3042" name="Constant_300277" type="Convert" version="opset1">
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+			<rt_info>
+				<attribute name="decompression" version="0" />
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 					<dim>1</dim>
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 		</layer>
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+		<layer id="3043" name="__module.model.model.layers.13.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP32">
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@@ -78530,30 +47854,30 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3597">
-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="2494">
+					<dim>1</dim>
 					<dim>-1</dim>
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 			</output>
 		</layer>
-		<layer id="5456" name="__module.model.layers.19.input_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="3044" name="__module.model.model.layers.13.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5457" name="__module.model.layers.19.input_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="3045" name="__module.model.model.layers.13.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78562,185 +47886,185 @@
 					<dim>1</dim>
 				</port>
 				<port id="1" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
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 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3598">
-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="2495">
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5458" name="__module.model.layers.19.input_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3046" name="__module.model.model.layers.13.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
 					<dim>-1</dim>
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+					<dim>3072</dim>
 				</port>
 				<port id="1" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3599,3600,hidden_states.575,hidden_states.577">
-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="2496,2497,hidden_states.331,hidden_states.333">
+					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>3072</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5459" name="__module.model.layers.19.input_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3047" name="__module.model.model.layers.13.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
-					<dim>4096</dim>
+					<dim>3072</dim>
 				</port>
 				<port id="1" precision="FP32">
+					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>3072</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3601,3603,hidden_states.579">
-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="2498,2500,input.217">
+					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>3072</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5460" name="self.model.layers.19.self_attn.q_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="2803400356" size="8388608" />
+		<layer id="3048" name="self.model.model.layers.13.mlp.gate_up_proj.weight_compressed" type="Const" version="opset1">
+			<data element_type="u4" shape="16384, 24, 128" offset="990828794" size="25165824" />
 			<output>
 				<port id="0" precision="U4">
-					<dim>4096</dim>
-					<dim>32</dim>
+					<dim>16384</dim>
+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5461" name="Convert_333393" type="Convert" version="opset1">
-			<data destination_type="f32" />
+		<layer id="3049" name="Convert_20006" type="Convert" version="opset1">
+			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
-					<dim>4096</dim>
-					<dim>32</dim>
+					<dim>16384</dim>
+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="FP32">
-					<dim>4096</dim>
-					<dim>32</dim>
+				<port id="1" precision="FP16">
+					<dim>16384</dim>
+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5462" name="self.model.layers.19.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="2811788964" size="65536" />
+		<layer id="3050" name="self.model.model.layers.13.mlp.gate_up_proj.weight_compressed/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="16384, 24, 1" offset="1015994618" size="196608" />
 			<output>
 				<port id="0" precision="U4">
-					<dim>4096</dim>
-					<dim>32</dim>
+					<dim>16384</dim>
+					<dim>24</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5463" name="Convert_333395" type="Convert" version="opset1">
-			<data destination_type="f32" />
+		<layer id="3051" name="Convert_20008" type="Convert" version="opset1">
+			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
-					<dim>4096</dim>
-					<dim>32</dim>
+					<dim>16384</dim>
+					<dim>24</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="FP32">
-					<dim>4096</dim>
-					<dim>32</dim>
+				<port id="1" precision="FP16">
+					<dim>16384</dim>
+					<dim>24</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5464" name="Subtract_333396" type="Subtract" version="opset1">
+		<layer id="3052" name="Subtract_20009" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>4096</dim>
-					<dim>32</dim>
+				<port id="0" precision="FP16">
+					<dim>16384</dim>
+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
-					<dim>4096</dim>
-					<dim>32</dim>
+				<port id="1" precision="FP16">
+					<dim>16384</dim>
+					<dim>24</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32">
-					<dim>4096</dim>
-					<dim>32</dim>
+				<port id="2" precision="FP16">
+					<dim>16384</dim>
+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5465" name="self.model.layers.19.self_attn.q_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f32" shape="4096, 32, 1" offset="2811854500" size="524288" />
+		<layer id="3053" name="self.model.model.layers.13.mlp.gate_up_proj.weight_compressed/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="16384, 24, 1" offset="1016191226" size="786432" />
 			<output>
-				<port id="0" precision="FP32">
-					<dim>4096</dim>
-					<dim>32</dim>
+				<port id="0" precision="FP16">
+					<dim>16384</dim>
+					<dim>24</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5466" name="self.model.layers.19.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3054" name="self.model.model.layers.13.mlp.gate_up_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>4096</dim>
-					<dim>32</dim>
+				<port id="0" precision="FP16">
+					<dim>16384</dim>
+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
-					<dim>4096</dim>
-					<dim>32</dim>
+				<port id="1" precision="FP16">
+					<dim>16384</dim>
+					<dim>24</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32">
-					<dim>4096</dim>
-					<dim>32</dim>
+				<port id="2" precision="FP16">
+					<dim>16384</dim>
+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5467" name="Constant_333400" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="140243244" size="16" />
+		<layer id="3055" name="Constant_20013" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="145948890" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5468" name="Reshape_333401" type="Reshape" version="opset1">
+		<layer id="3056" name="Reshape_20014" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>4096</dim>
-					<dim>32</dim>
+				<port id="0" precision="FP16">
+					<dim>16384</dim>
+					<dim>24</dim>
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
@@ -78748,40 +48072,58 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32">
-					<dim>4096</dim>
-					<dim>4096</dim>
+				<port id="2" precision="FP16">
+					<dim>16384</dim>
+					<dim>3072</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3057" name="self.model.model.layers.13.mlp.gate_up_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>16384</dim>
+					<dim>3072</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>16384</dim>
+					<dim>3072</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5469" name="__module.model.layers.19.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3058" name="__module.model.model.layers.13.mlp.gate_up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>3072</dim>
 				</port>
 				<port id="1" precision="FP32">
-					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>16384</dim>
+					<dim>3072</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3613,query_states.39">
-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="2505,y.53">
+					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>16384</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5470" name="__module.model.layers.19.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="3059" name="__module.model.model.layers.13.mlp/prim::ListUnpack/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>16384</dim>
 				</port>
 			</input>
 			<output>
@@ -78790,608 +48132,986 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5471" name="Constant_255165" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="140243260" size="8" />
+		<layer id="3060" name="Constant_27758" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
 			<output>
 				<port id="0" precision="I32">
-					<dim>2</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5472" name="Constant_255166" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="4" size="8" />
-			<output>
-				<port id="0" precision="I64" />
-			</output>
-		</layer>
-		<layer id="5473" name="Gather_255167" type="Gather" version="opset8">
+		<layer id="3061" name="__module.model.model.layers.13.mlp/prim::ListUnpack/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
 					<dim>3</dim>
 				</port>
+				<port id="1" precision="I32" />
+				<port id="2" precision="I32">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="3" precision="I32" />
+			</output>
+		</layer>
+		<layer id="3062" name="__module.model.model.layers.13.mlp/prim::ListUnpack/Divide" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
+			<input>
+				<port id="0" precision="I32" />
+				<port id="1" precision="I32" />
+			</input>
+			<output>
+				<port id="2" precision="I32" />
+			</output>
+		</layer>
+		<layer id="3063" name="__module.model.model.layers.13.mlp/prim::ListUnpack/Mod" type="Mod" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="I32" />
+				<port id="1" precision="I32" />
+			</input>
+			<output>
+				<port id="2" precision="I32" />
+			</output>
+		</layer>
+		<layer id="3064" name="__module.model.model.layers.13.mlp/prim::ListUnpack/Greater" type="Greater" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="I32" />
 				<port id="1" precision="I32">
-					<dim>2</dim>
+					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64" />
 			</input>
 			<output>
-				<port id="3" precision="I32">
-					<dim>2</dim>
+				<port id="2" precision="BOOL">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3065" name="__module.model.model.layers.13.mlp/prim::ListUnpack/Convert" type="Convert" version="opset1">
+			<data destination_type="i32" />
+			<input>
+				<port id="0" precision="BOOL">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I32">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3066" name="__module.model.model.layers.13.mlp/prim::ListUnpack/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="I32" />
+				<port id="1" precision="I32">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I32">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5474" name="__module.model.layers.19.self_attn/prim::ListConstruct/Reshape_1" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="140243268" size="4" />
+		<layer id="3067" name="Constant_27767" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5475" name="__module.model.layers.19.self_attn/prim::ListConstruct/Reshape_2" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="140243272" size="4" />
+		<layer id="3068" name="__module.model.model.layers.13.mlp/prim::ListUnpack/Broadcast" type="Broadcast" version="opset3">
+			<data mode="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="3069" name="Constant_27759" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98609096" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5476" name="__module.model.layers.19.self_attn/prim::ListConstruct/Concat" type="Concat" version="opset1">
+		<layer id="3070" name="__module.model.model.layers.13.mlp/prim::ListUnpack/Concat" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I32">
-					<dim>2</dim>
+					<dim>1</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>1</dim>
 				</port>
+			</input>
+			<output>
 				<port id="2" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3071" name="__module.model.model.layers.13.mlp/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
 					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>16384</dim>
+				</port>
+				<port id="1" precision="I32" />
+				<port id="2" precision="I32">
+					<dim>2</dim>
 				</port>
 			</input>
 			<output>
-				<port id="3" precision="I32" names="3618">
-					<dim>4</dim>
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 		</layer>
-		<layer id="5542" name="self.model.layers.19.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
-			<data element_type="f32" shape="32768, 128" offset="159265232" size="16777216" />
+		<layer id="3144" name="__module.model.model.layers.14.self_attn.rotary_emb/aten::slice/Constant" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
-				<port id="0" precision="FP32" names="self.model.layers.19.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
+				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5543" name="__module.model.layers.19.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="3145" name="__module.model.model.layers.14.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
+			<input>
+				<port id="0" precision="I32" />
+				<port id="1" precision="I32" />
+			</input>
 			<output>
-				<port id="0" precision="I32">
+				<port id="2" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5544" name="__module.model.layers.19.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="159265140" size="4" />
+		<layer id="3146" name="__module.model.model.layers.14.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5545" name="__module.model.layers.19.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="3147" name="__module.model.model.layers.14.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>1</dim>
@@ -79787,24 +49458,24 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3638,3639,3642,sin.77">
+				<port id="4" precision="FP32" names="2564,2565,2569,cos.113">
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5546" name="Constant_28018" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="3148" name="Constant_16533" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5547" name="__module.model.layers.19.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
+		<layer id="3149" name="__module.model.model.layers.14.self_attn/aten::index/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>-1</dim>
@@ -79813,129 +49484,104 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="3647">
+				<port id="3" precision="FP32" names="2572">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5548" name="__module.model.layers.19.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="3150" name="__module.model.model.layers.14.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3648,sin.79">
+				<port id="2" precision="FP32" names="2573,2578,2598,cos.115,cos.117,cos.119">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5549" name="__module.model.layers.19.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3151" name="__module.model.model.layers.14.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3663">
+				<port id="2" precision="FP32" names="2579">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5550" name="__module.model.layers.19.self_attn/aten::add/Add" type="Add" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+		<layer id="3152" name="Constant_274579" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
 				</port>
-			</input>
+			</output>
+		</layer>
+		<layer id="3153" name="Constant_274578" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="114104406" size="8" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
-				<port id="2" precision="FP32" names="3664">
-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5551" name="__module.model.layers.19.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="3154" name="__module.model.model.layers.14.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
 					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3665">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5552" name="Constant_266613" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265152" size="16" />
-			<output>
-				<port id="0" precision="I32">
+				<port id="1" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5553" name="Constant_266612" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="159265168" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5554" name="__module.model.layers.19.self_attn/aten::size/Constant_7" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="3155" name="__module.model.model.layers.14.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5555" name="__module.model.layers.19.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="3156" name="__module.model.model.layers.14.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -79945,10 +49591,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="3666,3671" />
+				<port id="3" precision="I32" names="2580,2585" />
 			</output>
 		</layer>
-		<layer id="5556" name="__module.model.layers.19.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="3157" name="__module.model.model.layers.14.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32" />
@@ -79958,21 +49604,24 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5557" name="__module.model.layers.19.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="3158" name="__module.model.model.layers.14.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 			</input>
 			<output>
-				<port id="1" precision="I32" names="3668,3669,3673,3674" />
+				<port id="1" precision="I32" names="2582,2583,2587,2588" />
 			</output>
 		</layer>
-		<layer id="5558" name="__module.model.layers.19.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="3159" name="__module.model.model.layers.14.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5559" name="__module.model.layers.19.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
+		<layer id="3160" name="__module.model.model.layers.14.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 				<port id="1" precision="I32" />
@@ -79983,15 +49632,18 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5560" name="Constant_266611" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="3161" name="Constant_274577" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5561" name="ScatterUpdate_266614" type="ScatterUpdate" version="opset3">
+		<layer id="3162" name="ScatterUpdate_274580" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I32">
 					<dim>4</dim>
@@ -80012,30 +49664,36 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5562" name="Constant_266617" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="159265180" size="32" />
+		<layer id="3163" name="Constant_274583" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="114104418" size="32" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5563" name="Constant_266620" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265212" size="16" />
+		<layer id="3164" name="Constant_274586" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5564" name="__module.model.layers.19.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
+		<layer id="3165" name="__module.model.model.layers.14.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>4</dim>
@@ -80048,18 +49706,40 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3675,x2.79">
-					<dim>-1</dim>
-					<dim>8</dim>
+				<port id="4" precision="FP32" names="2589,x2.57">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5565" name="Constant_288137" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="159265228" size="4" />
+		<layer id="3166" name="Constant_300284_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1, 1" offset="114104466" size="2" />
 			<output>
-				<port id="0" precision="FP32">
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3167" name="Constant_300284" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -80067,14 +49747,14 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5566" name="__module.model.layers.19.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3168" name="__module.model.model.layers.14.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>1</dim>
@@ -80084,38 +49764,44 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3676">
-					<dim>-1</dim>
-					<dim>8</dim>
+				<port id="2" precision="FP32" names="2590">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5567" name="Constant_266666" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265152" size="16" />
+		<layer id="3169" name="Constant_274632" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5568" name="Constant_266671" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265212" size="16" />
+		<layer id="3170" name="Constant_274637" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5569" name="__module.model.layers.19.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
+		<layer id="3171" name="__module.model.model.layers.14.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>4</dim>
@@ -80128,151 +49814,99 @@
 				</port>
 			</input>
 			<output>
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+		<layer id="3176" name="__module.model.model.layers.14.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
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@@ -80280,275 +49914,207 @@
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+		<layer id="3260" name="Constant_20053" type="Const" version="opset1">
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@@ -81766,371 +51334,386 @@
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+		<layer id="3263" name="__module.model.model.layers.14.mlp.gate_up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 		</layer>
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+		<layer id="3286" name="Constant_20063" type="Const" version="opset1">
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@@ -82138,349 +51721,469 @@
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+					<dim>8192</dim>
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+		<layer id="3288" name="self.model.model.layers.14.mlp.down_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
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 		</layer>
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+		<layer id="3290" name="__module.model.model.layers.14/aten::add/Add_1" type="Add" version="opset1">
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 			<data destination_type="f32" />
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 		</layer>
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+		<layer id="3314" name="Constant_20073" type="Const" version="opset1">
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 			</output>
 		</layer>
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@@ -82488,472 +52191,523 @@
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-		<layer id="5730" name="__module.model.layers.19/aten::add/Add_1" type="Add" version="opset1">
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+		<layer id="3317" name="__module.model.model.layers.15.self_attn.qkv_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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+				<port id="2" precision="I32" names="2710,2714,2715,kv_seq_len.31" />
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+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="3350" name="__module.model.model.layers.15.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
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+				<port id="0" precision="I32" />
+				<port id="1" precision="I32" />
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 				</port>
 			</output>
 		</layer>
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+		<layer id="3351" name="__module.model.model.layers.15.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
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 				<port id="0" precision="I32">
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 			</output>
 		</layer>
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-			<data axis="0" />
+		<layer id="3352" name="__module.model.model.layers.15.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
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@@ -82961,456 +52715,625 @@
 				<port id="2" precision="I32">
 					<dim>1</dim>
 				</port>
+				<port id="3" precision="I32">
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 			</input>
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+					<dim>-1</dim>
+					<dim>96</dim>
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+			</output>
+		</layer>
+		<layer id="3353" name="Constant_16539" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="3354" name="__module.model.model.layers.15.self_attn/aten::index/Gather" type="Gather" version="opset8">
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+			<input>
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+					<dim>-1</dim>
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+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3355" name="__module.model.model.layers.15.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
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+				<port id="0" precision="FP32">
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+					<dim>-1</dim>
+					<dim>96</dim>
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+			</input>
+			<output>
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+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
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-			<data special_zero="false" />
+		<layer id="3356" name="__module.model.model.layers.15.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
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 			<output>
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 					<dim>-1</dim>
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 		</layer>
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+		<layer id="3357" name="Constant_274821" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
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 				<port id="0" precision="I32">
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 			</output>
 		</layer>
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+		<layer id="3358" name="Constant_274820" type="Const" version="opset1">
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+				<attribute name="precise" version="0" />
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-					<dim>128</dim>
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+				<port id="0" precision="I32" />
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+		<layer id="3361" name="__module.model.model.layers.15.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
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 		</layer>
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-			<data destination_type="f32" />
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 		</layer>
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+		<layer id="3366" name="Constant_274819" type="Const" version="opset1">
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-					<dim>4096</dim>
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 				<port id="0" precision="FP32">
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@@ -83420,26 +53343,37 @@
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 			<output>
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+		<layer id="3395" name="__module.model.model.layers.15.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
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 		</layer>
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@@ -83450,22 +53384,23 @@
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@@ -83476,245 +53411,298 @@
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
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 		</layer>
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+		<layer id="3413" name="Constant_300297_compressed" type="Const" version="opset1">
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 					<dim>1</dim>
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 		</layer>
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+		<layer id="3414" name="Constant_300297" type="Convert" version="opset1">
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 					<dim>-1</dim>
 					<dim>32</dim>
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@@ -83739,935 +53749,1033 @@
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 			</input>
 			<output>
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+		<layer id="3416" name="__module.model.model.layers.15.self_attn/aten::add/Add_2" type="Add" version="opset1">
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 					<dim>32</dim>
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 		</layer>
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+		<layer id="3466" name="self.model.model.layers.15.mlp.gate_up_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
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+		<layer id="3467" name="self.model.model.layers.15.mlp.gate_up_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
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+				<attribute name="decompression" version="0" />
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+		<layer id="3468" name="__module.model.model.layers.15.mlp.gate_up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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+		<layer id="3469" name="__module.model.model.layers.15.mlp/prim::ListUnpack/ShapeOf" type="ShapeOf" version="opset3">
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 		</layer>
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+		<layer id="3470" name="Constant_27892" type="Const" version="opset1">
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+		<layer id="3471" name="__module.model.model.layers.15.mlp/prim::ListUnpack/Gather" type="Gather" version="opset8">
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+		<layer id="3472" name="__module.model.model.layers.15.mlp/prim::ListUnpack/Divide" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
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+				<port id="1" precision="I32" />
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-			<data batch_dims="0" />
+		<layer id="3473" name="__module.model.model.layers.15.mlp/prim::ListUnpack/Mod" type="Mod" version="opset1">
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 			<output>
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+				<port id="2" precision="I32" />
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+		<layer id="3474" name="__module.model.model.layers.15.mlp/prim::ListUnpack/Greater" type="Greater" version="opset1">
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+				<port id="1" precision="I32">
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 		</layer>
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+		<layer id="3475" name="__module.model.model.layers.15.mlp/prim::ListUnpack/Convert" type="Convert" version="opset1">
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 			<input>
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-				<port id="1" precision="I64">
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 			</input>
 			<output>
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 		</layer>
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-			<data element_type="i32" shape="1" offset="176042560" size="4" />
+		<layer id="3476" name="__module.model.model.layers.15.mlp/prim::ListUnpack/Add" type="Add" version="opset1">
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-			<data element_type="i32" shape="2" offset="176042564" size="8" />
+		<layer id="3477" name="Constant_27901" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
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+				<attribute name="precise" version="0" />
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 			<output>
 				<port id="0" precision="I32">
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 		</layer>
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-		</layer>
-		<layer id="5883" name="Gather_255212" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="3478" name="__module.model.model.layers.15.mlp/prim::ListUnpack/Broadcast" type="Broadcast" version="opset3">
+			<data mode="numpy" />
 			<input>
 				<port id="0" precision="I32">
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 				</port>
 				<port id="1" precision="I32">
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-				<port id="2" precision="I64" />
 			</input>
 			<output>
-				<port id="3" precision="I32">
-					<dim>2</dim>
+				<port id="2" precision="I32">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3479" name="Constant_27893" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98609096" size="4" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5884" name="__module.model.layers.20.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="3480" name="__module.model.model.layers.15.mlp/prim::ListUnpack/Concat" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -84676,2885 +54784,3177 @@
 				<port id="1" precision="I32">
 					<dim>1</dim>
 				</port>
+			</input>
+			<output>
 				<port id="2" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3481" name="__module.model.model.layers.15.mlp/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
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+				<port id="0" precision="FP32">
 					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>16384</dim>
 				</port>
-				<port id="3" precision="I32">
+				<port id="1" precision="I32" />
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 					<dim>2</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I32" names="3865">
-					<dim>5</dim>
+				<port id="3" precision="FP32" names="2815,input.251">
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>8192</dim>
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+				<port id="4" precision="FP32" names="2816,y.63">
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>8192</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5885" name="__module.model.layers.20.self_attn/aten::expand/Abs" type="Abs" version="opset1">
+		<layer id="3482" name="__module.model.model.layers.15.mlp.activation_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
-				<port id="0" precision="I32">
-					<dim>5</dim>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>8192</dim>
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="I32">
-					<dim>5</dim>
+				<port id="1" precision="FP32" names="2817">
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>8192</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5886" name="__module.model.layers.20.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
-			<data mode="bidirectional" />
+		<layer id="3483" name="__module.model.model.layers.15.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
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-					<dim>8</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>8192</dim>
 				</port>
-				<port id="1" precision="I32">
-					<dim>5</dim>
+				<port id="1" precision="FP32">
+					<dim>1</dim>
+					<dim>-1</dim>
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 			<output>
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-					<dim>8</dim>
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+				<port id="2" precision="FP32" names="2818,input.253">
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 					<dim>-1</dim>
+					<dim>8192</dim>
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+			</output>
+		</layer>
+		<layer id="3484" name="self.model.model.layers.15.mlp.down_proj.weight_compressed" type="Const" version="opset1">
+			<data element_type="u4" shape="3072, 64, 128" offset="1163447546" size="12582912" />
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+					<dim>64</dim>
 					<dim>128</dim>
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 		</layer>
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-			<data auto_broadcast="numpy" />
+		<layer id="3485" name="Convert_20096" type="Convert" version="opset1">
+			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I32" />
-				<port id="1" precision="I32" />
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+					<dim>64</dim>
+					<dim>128</dim>
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 			<output>
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+					<dim>64</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
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-			<data element_type="i64" shape="1" offset="159265144" size="8" />
+		<layer id="3486" name="self.model.model.layers.15.mlp.down_proj.weight_compressed/zero_point" type="Const" version="opset1">
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 			<output>
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 		</layer>
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-			<data special_zero="false" />
+		<layer id="3487" name="Convert_20098" type="Convert" version="opset1">
+			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I32" />
-				<port id="1" precision="I64">
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 				</port>
 			</input>
 			<output>
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+					<dim>3072</dim>
+					<dim>64</dim>
 					<dim>1</dim>
 				</port>
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 		</layer>
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+		<layer id="3488" name="Subtract_20099" type="Subtract" version="opset1">
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 		</layer>
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@@ -87562,1104 +57962,1121 @@
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+			<data element_type="i32" shape="1" offset="113317910" size="4" />
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-				<port id="0" precision="I32">
-					<dim>2</dim>
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+			<data special_zero="false" />
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+				<port id="1" precision="I32">
+					<dim>4</dim>
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-			<data element_type="i32" shape="2" offset="176042472" size="8" />
+		<layer id="3738" name="__module.model.model.layers.17.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
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 				<port id="0" precision="I32">
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-			<data begin_mask="1, 0" end_mask="1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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 			<input>
 				<port id="0" precision="FP32">
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-				<port id="3" precision="I32">
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 		</layer>
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+		<layer id="3740" name="self.model.model.layers.17.self_attn.rotary_emb.cos_cached_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 96" offset="113317930" size="786432" />
+			<output>
+				<port id="0" precision="FP16" names="self.model.model.layers.17.self_attn.rotary_emb.cos_cached">
+					<dim>4096</dim>
+					<dim>96</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3741" name="self.model.model.layers.17.self_attn.rotary_emb.cos_cached" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
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 			<output>
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-					<dim>8</dim>
+				<port id="1" precision="FP32">
+					<dim>4096</dim>
+					<dim>96</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3742" name="__module.model.model.layers.17.self_attn.rotary_emb/aten::slice/Unsqueeze" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I32">
 					<dim>1</dim>
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+		<layer id="3743" name="Constant_275294" type="Const" version="opset1">
+			<data element_type="i32" shape="3" offset="113317866" size="12" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
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+					<dim>3</dim>
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 		</layer>
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-			<data element_type="i64" shape="4" offset="159265180" size="32" />
+		<layer id="3744" name="Constant_275297" type="Const" version="opset1">
+			<data element_type="i32" shape="3" offset="114104362" size="12" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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+				<port id="0" precision="I32">
+					<dim>3</dim>
 				</port>
 			</output>
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-			<data element_type="i32" shape="4" offset="159265212" size="16" />
+		<layer id="3745" name="Constant_275300" type="Const" version="opset1">
+			<data element_type="i32" shape="3" offset="113317878" size="12" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
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 				<port id="0" precision="I32">
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+					<dim>3</dim>
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+		<layer id="3746" name="__module.model.model.layers.17.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+			<data begin_mask="1, 1, 0" end_mask="1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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 				<port id="3" precision="I32">
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 			<output>
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-					<dim>8</dim>
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 		</layer>
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-			<output>
-				<port id="0" precision="I32">
-					<dim>5</dim>
+		<layer id="3747" name="__module.model.model.layers.17.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP32">
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-		<layer id="6152" name="Constant_267305" type="Const" version="opset1">
-			<data element_type="i64" shape="5" offset="176042500" size="40" />
+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
+			</input>
 			<output>
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-					<dim>5</dim>
+				<port id="2" precision="FP32" names="3012">
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>32</dim>
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 		</layer>
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-			<data element_type="i32" shape="5" offset="176042540" size="20" />
+		<layer id="3748" name="__module.model.model.layers.17.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I32">
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 		</layer>
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-			<data begin_mask="1, 1, 1, 1, 0" end_mask="1, 1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3749" name="__module.model.model.layers.17.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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-					<dim>8</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
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 				<port id="1" precision="I32">
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-					<dim>5</dim>
-				</port>
-				<port id="3" precision="I32">
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 				</port>
 			</input>
 			<output>
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-					<dim>8</dim>
+				<port id="2" precision="FP32" names="3013,3059,k.35,key_states.107">
 					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
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 		</layer>
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+		<layer id="3750" name="__module.model.model.layers.17.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
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-					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
@@ -88668,44 +59085,54 @@
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 			</output>
 		</layer>
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="3751" name="__module.model.model.layers.17.self_attn/aten::size/Constant_2" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6158" name="__module.model.layers.21.self_attn/aten::size/Gather_8" type="Gather" version="opset8">
+		<layer id="3752" name="__module.model.model.layers.17.self_attn/aten::size/Gather_2" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
-				<port id="1" precision="I32">
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+				<port id="1" precision="I32" />
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="4025">
+				<port id="3" precision="I32" names="3017" />
+			</output>
+		</layer>
+		<layer id="3753" name="__module.model.model.layers.17.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+			<data output_type="i32" />
+			<input>
+				<port id="0" precision="FP32">
 					<dim>1</dim>
+					<dim>32</dim>
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+					<dim>96</dim>
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+			<output>
+				<port id="1" precision="I32">
+					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="3754" name="__module.model.model.layers.17.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6160" name="__module.model.layers.21.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+		<layer id="3755" name="__module.model.model.layers.17.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -88715,24 +59142,32 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="4026" />
+				<port id="3" precision="I32" names="3019" />
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 		</layer>
-		<layer id="6161" name="Constant_178966" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="159265144" size="8" />
+		<layer id="3756" name="__module.model.model.layers.17.self_attn/aten::add_/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="I32" />
+				<port id="1" precision="I32" />
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 			<output>
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-					<dim>1</dim>
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+				<port id="2" precision="I32" names="3018,3022,3023,kv_seq_len.35" />
 			</output>
 		</layer>
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-			<data special_zero="false" />
+		<layer id="3757" name="__module.model.model.layers.17.self_attn.rotary_emb/aten::slice/Constant" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="3758" name="__module.model.model.layers.17.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
+				<port id="1" precision="I32" />
 			</input>
 			<output>
 				<port id="2" precision="I32">
@@ -88740,128 +59175,202 @@
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 			</output>
 		</layer>
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+				<attribute name="precise" version="0" />
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+		</layer>
+		<layer id="3767" name="__module.model.model.layers.17.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
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+				<port id="1" precision="I32">
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 			</output>
 		</layer>
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+		<layer id="3768" name="__module.model.model.layers.17.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
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+		<layer id="3769" name="__module.model.model.layers.17.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
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+				<port id="3" precision="I32" names="3042,3047" />
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 		</layer>
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-			<data auto_broadcast="numpy" />
+		<layer id="3771" name="__module.model.model.layers.17.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
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 			</input>
 			<output>
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+				<port id="1" precision="I32" names="3044,3045,3049,3050" />
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 		</layer>
-		<layer id="6171" name="Constant_178971" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="159265144" size="8" />
+		<layer id="3772" name="__module.model.model.layers.17.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 			<output>
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-					<dim>1</dim>
-				</port>
+				<port id="0" precision="I32" />
 			</output>
 		</layer>
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-			<data special_zero="false" />
+		<layer id="3773" name="__module.model.model.layers.17.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
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+				<port id="1" precision="I32" />
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 			<output>
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@@ -88869,513 +59378,558 @@
 				</port>
 			</output>
 		</layer>
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-			<data axis="0" />
-			<input>
+		<layer id="3774" name="Constant_275303" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
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 				<port id="0" precision="I32">
 					<dim>1</dim>
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-				<port id="1" precision="I32">
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+		</layer>
+		<layer id="3775" name="ScatterUpdate_275306" type="ScatterUpdate" version="opset3">
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+				<port id="0" precision="I32">
+					<dim>4</dim>
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+				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
 				<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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 				</port>
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 			<output>
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+				<port id="4" precision="I32">
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 		</layer>
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-			<data special_zero="false" />
+		<layer id="3776" name="Constant_275309" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="114104418" size="32" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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+					<dim>4</dim>
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+		<layer id="3777" name="Constant_275312" type="Const" version="opset1">
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+					<dim>4</dim>
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 			<input>
 				<port id="0" precision="FP32">
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 					<dim>-1</dim>
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 				</port>
 				<port id="1" precision="I32">
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 				</port>
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 			</input>
 			<output>
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 					<dim>-1</dim>
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 		</layer>
-		<layer id="6175" name="Constant_326045" type="Const" version="opset1">
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-				<port id="0" precision="I64">
+		<layer id="3780" name="Constant_300317" type="Convert" version="opset1">
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-				<port id="0" precision="FP32" />
-				<port id="1" precision="I64">
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@@ -89388,403 +59942,549 @@
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+		<layer id="3837" name="__module.model.model.layers.17.self_attn/prim::ListConstruct/Reshape_1_3" type="Const" version="opset1">
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+		<layer id="3838" name="__module.model.model.layers.17.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
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@@ -89795,247 +60495,285 @@
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+		<layer id="3860" name="Constant_300321" type="Convert" version="opset1">
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@@ -90104,30 +60862,30 @@
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 		</layer>
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 			<output>
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 			<data special_zero="false" />
 			<input>
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-					<dim>32</dim>
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@@ -90322,349 +61080,386 @@
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 			<output>
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+					<dim>3072</dim>
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 		</layer>
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+		<layer id="3875" name="self.model.model.layers.17.mlp.gate_up_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
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+					<dim>3072</dim>
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+					<dim>3072</dim>
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+		<layer id="3876" name="__module.model.model.layers.17.mlp.gate_up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
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 		</layer>
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 			<output>
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+		<layer id="3899" name="Constant_20183" type="Const" version="opset1">
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@@ -90672,92 +61467,170 @@
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+		<layer id="3901" name="self.model.model.layers.17.mlp.down_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
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+					<dim>3072</dim>
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+					<dim>3072</dim>
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 		</layer>
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+		<layer id="3930" name="__module.model.model.layers.18.self_attn.qkv_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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+				<port id="2" precision="FP32" names="3158,qkv.37">
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 					<dim>-1</dim>
+					<dim>9216</dim>
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+					<dim>3</dim>
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+		</layer>
+		<layer id="3932" name="Constant_275527" type="Const" version="opset1">
+			<data element_type="i32" shape="3" offset="113317866" size="12" />
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+			<data element_type="i32" shape="3" offset="113317878" size="12" />
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+				<port id="0" precision="I32">
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+			</output>
+		</layer>
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+			<data begin_mask="1, 1, 0" end_mask="1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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 					<dim>-1</dim>
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 			</output>
 		</layer>
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+		<layer id="3935" name="__module.model.model.layers.18.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
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 			<output>
@@ -91086,21 +62056,27 @@
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 			</output>
 		</layer>
-		<layer id="6318" name="Constant_255270" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="140243260" size="8" />
+		<layer id="3936" name="Constant_263405" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="113317890" size="8" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 			<output>
 				<port id="0" precision="I32">
 					<dim>2</dim>
 				</port>
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 		</layer>
-		<layer id="6319" name="Constant_255271" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="4" size="8" />
+		<layer id="3937" name="Constant_263406" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="113317898" size="8" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
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 			</output>
 		</layer>
-		<layer id="6320" name="Gather_255272" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -91117,23 +62093,29 @@
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 			</output>
 		</layer>
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-			<data element_type="i32" shape="1" offset="140243268" size="4" />
+		<layer id="3939" name="__module.model.model.layers.18.self_attn/prim::ListConstruct/Reshape_1" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="113317906" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="i32" shape="1" offset="140243272" size="4" />
+		<layer id="3940" name="__module.model.model.layers.18.self_attn/prim::ListConstruct/Reshape_2" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="113317910" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6323" name="__module.model.layers.22.self_attn/prim::ListConstruct/Concat" type="Concat" version="opset1">
+		<layer id="3941" name="__module.model.model.layers.18.self_attn/prim::ListConstruct/Concat" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -91147,287 +62129,449 @@
 				</port>
 			</input>
 			<output>
-				<port id="3" precision="I32" names="4128">
+				<port id="3" precision="I32" names="3162,3165,3168">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6324" name="__module.model.layers.22.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+		<layer id="3942" name="__module.model.model.layers.18.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
 					<dim>-1</dim>
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+					<dim>3072</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>4</dim>
 				</port>
 			</input>
 			<output>
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-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="3163">
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
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+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="i32" shape="4" offset="140243276" size="16" />
+		<layer id="3943" name="__module.model.model.layers.18.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="113317914" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6326" name="__module.model.layers.22.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="3944" name="__module.model.model.layers.18.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
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 				</port>
 				<port id="1" precision="I32">
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 				</port>
 			</input>
 			<output>
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-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="3164,3193,q.73,q.75">
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 					<dim>32</dim>
 					<dim>-1</dim>
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+					<dim>96</dim>
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 		</layer>
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-			<data element_type="f32" shape="32768, 128" offset="140243292" size="16777216" />
+		<layer id="3945" name="self.model.model.layers.18.self_attn.rotary_emb.cos_cached_compressed" type="Const" version="opset1">
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 			<output>
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-					<dim>32768</dim>
-					<dim>128</dim>
+				<port id="0" precision="FP16" names="self.model.model.layers.18.self_attn.rotary_emb.cos_cached">
+					<dim>4096</dim>
+					<dim>96</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3946" name="self.model.model.layers.18.self_attn.rotary_emb.cos_cached" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>96</dim>
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+				<port id="1" precision="FP32">
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+					<dim>96</dim>
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 			</output>
 		</layer>
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-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="3947" name="__module.model.model.layers.18.self_attn.rotary_emb/aten::slice/Unsqueeze" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 				<port id="0" precision="I32">
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 		</layer>
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+		<layer id="3948" name="Constant_275536" type="Const" version="opset1">
+			<data element_type="i32" shape="3" offset="113317866" size="12" />
+			<rt_info>
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 			<output>
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-					<dim>1024</dim>
-					<dim>4096</dim>
+				<port id="0" precision="I32">
+					<dim>3</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6330" name="Convert_333594" type="Convert" version="opset1">
-			<data destination_type="f32" />
+		<layer id="3949" name="Constant_275539" type="Const" version="opset1">
+			<data element_type="i32" shape="3" offset="114104362" size="12" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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+			<output>
+				<port id="0" precision="I32">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3950" name="Constant_275542" type="Const" version="opset1">
+			<data element_type="i32" shape="3" offset="113317878" size="12" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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+			<output>
+				<port id="0" precision="I32">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3951" name="__module.model.model.layers.18.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+			<data begin_mask="1, 1, 0" end_mask="1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
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-					<dim>1024</dim>
-					<dim>4096</dim>
+				<port id="0" precision="FP32">
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+				<port id="3" precision="I32">
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 				</port>
 			</input>
 			<output>
-				<port id="1" precision="FP32">
-					<dim>1024</dim>
-					<dim>4096</dim>
+				<port id="4" precision="FP32" names="3160,key_states.111">
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>3072</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3952" name="__module.model.model.layers.18.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>3072</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>4</dim>
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+			<output>
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+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>96</dim>
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-			<data element_type="u8" shape="1024, 1" offset="3174649508" size="1024" />
+		<layer id="3953" name="__module.model.model.layers.18.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
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 			<output>
-				<port id="0" precision="U8">
-					<dim>1024</dim>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3954" name="__module.model.model.layers.18.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>96</dim>
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+				<port id="1" precision="I32">
+					<dim>4</dim>
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+			</input>
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+					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
+				</port>
+			</output>
+		</layer>
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+			<data output_type="i32" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
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+					<dim>96</dim>
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+			<output>
+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3956" name="__module.model.model.layers.18.self_attn/aten::size/Constant_2" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="3957" name="__module.model.model.layers.18.self_attn/aten::size/Gather_2" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I32">
+					<dim>4</dim>
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+				<port id="1" precision="I32" />
+				<port id="2" precision="I32" />
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+			<output>
+				<port id="3" precision="I32" names="3171" />
+			</output>
+		</layer>
+		<layer id="3958" name="__module.model.model.layers.18.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
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+				<port id="0" precision="FP32">
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+					<dim>32</dim>
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+					<dim>96</dim>
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+			<output>
+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3959" name="__module.model.model.layers.18.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
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+				<attribute name="precise" version="0" />
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+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="3960" name="__module.model.model.layers.18.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
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+					<dim>4</dim>
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+				<port id="1" precision="I32" />
+				<port id="2" precision="I32" />
+			</input>
+			<output>
+				<port id="3" precision="I32" names="3173" />
+			</output>
+		</layer>
+		<layer id="3961" name="__module.model.model.layers.18.self_attn/aten::add_/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="I32" />
+				<port id="1" precision="I32" />
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+			<output>
+				<port id="2" precision="I32" names="3172,3176,3177,kv_seq_len.37" />
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@@ -91452,202 +62599,317 @@
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+				<port id="2" precision="FP32" names="3206">
+					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>48</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3987" name="Constant_275600" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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+			<output>
+				<port id="0" precision="I32">
 					<dim>4</dim>
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 		</layer>
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="3988" name="Constant_275605" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="6357" name="__module.model.layers.22.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="3989" name="__module.model.model.layers.18.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
+			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
-				<port id="0" precision="I32">
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
+				<port id="2" precision="I32">
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+				</port>
+				<port id="3" precision="I32">
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-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="4139" />
+				<port id="4" precision="FP32" names="3200,x1.73">
+					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>48</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="6358" name="__module.model.layers.22.self_attn/aten::add_/Add" type="Add" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="3990" name="__module.model.model.layers.18.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+			<data axis="-1" />
 			<input>
-				<port id="0" precision="I32" />
-				<port id="1" precision="I32" />
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>48</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>48</dim>
+				</port>
 			</input>
 			<output>
-				<port id="2" precision="I32" names="4138,4142,4143,kv_seq_len.45" />
+				<port id="2" precision="FP32" names="3208,3209">
+					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
+				</port>
 			</output>
 		</layer>
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="3991" name="self.model.model.layers.18.self_attn.rotary_emb.sin_cached_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 96" offset="114104468" size="786432" />
 			<output>
-				<port id="0" precision="I32" />
+				<port id="0" precision="FP16" names="self.model.model.layers.18.self_attn.rotary_emb.sin_cached">
+					<dim>4096</dim>
+					<dim>96</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="6360" name="__module.model.layers.22.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="3992" name="self.model.model.layers.18.self_attn.rotary_emb.sin_cached" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
-				<port id="0" precision="I32" />
-				<port id="1" precision="I32" />
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>96</dim>
+				</port>
 			</input>
 			<output>
-				<port id="2" precision="I32">
+				<port id="1" precision="FP32">
+					<dim>4096</dim>
+					<dim>96</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3993" name="__module.model.model.layers.18.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6361" name="__module.model.layers.22.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="159265140" size="4" />
+		<layer id="3994" name="__module.model.model.layers.18.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6362" name="__module.model.layers.22.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="3995" name="__module.model.model.layers.18.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>1</dim>
@@ -91660,24 +62922,24 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4146,4147,4151,cos.89">
+				<port id="4" precision="FP32" names="3182,3183,3186,sin.145">
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
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 			</output>
 		</layer>
-		<layer id="6363" name="Constant_28033" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="3996" name="Constant_16560" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6364" name="__module.model.layers.22.self_attn/aten::index/Gather" type="Gather" version="opset8">
+		<layer id="3997" name="__module.model.model.layers.18.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>-1</dim>
@@ -91686,95 +62948,138 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="4154">
+				<port id="3" precision="FP32" names="3191">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
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 			</output>
 		</layer>
-		<layer id="6365" name="__module.model.layers.22.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="3998" name="__module.model.model.layers.18.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4155,cos.91">
+				<port id="2" precision="FP32" names="3192,3210,3230,sin.147,sin.149,sin.151">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6366" name="__module.model.layers.22.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3999" name="__module.model.model.layers.18.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4159">
+				<port id="2" precision="FP32" names="3211">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6367" name="Constant_267350" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I32">
-					<dim>4</dim>
+		<layer id="4000" name="__module.model.model.layers.18.self_attn/aten::add/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
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-		</layer>
-		<layer id="6368" name="Constant_267349" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="159265168" size="8" />
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
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+			</input>
 			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
+				<port id="2" precision="FP32" names="3212,3233,q_embed.37,query_states.75">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6369" name="__module.model.layers.22.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
-			<data output_type="i32" />
+		<layer id="4001" name="__module.model.model.layers.18.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="I32">
+				<port id="2" precision="FP32" names="3215">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4002" name="Constant_275650" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6370" name="__module.model.layers.22.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="4003" name="Constant_275649" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="114104406" size="8" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4004" name="__module.model.model.layers.18.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6371" name="__module.model.layers.22.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="4005" name="__module.model.model.layers.18.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -91784,10 +63089,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="4160,4165" />
+				<port id="3" precision="I32" names="3216,3221" />
 			</output>
 		</layer>
-		<layer id="6372" name="__module.model.layers.22.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="4006" name="__module.model.model.layers.18.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32" />
@@ -91797,21 +63102,24 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6373" name="__module.model.layers.22.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="4007" name="__module.model.model.layers.18.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 			</input>
 			<output>
-				<port id="1" precision="I32" names="4162,4163,4167,4168" />
+				<port id="1" precision="I32" names="3218,3219,3223,3224" />
 			</output>
 		</layer>
-		<layer id="6374" name="__module.model.layers.22.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="4008" name="__module.model.model.layers.18.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6375" name="__module.model.layers.22.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
+		<layer id="4009" name="__module.model.model.layers.18.self_attn/aten::slice/Unsqueeze_21" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 				<port id="1" precision="I32" />
@@ -91822,15 +63130,18 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6376" name="Constant_267348" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="4010" name="Constant_275648" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6377" name="ScatterUpdate_267351" type="ScatterUpdate" version="opset3">
+		<layer id="4011" name="ScatterUpdate_275651" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I32">
 					<dim>4</dim>
@@ -91851,54 +63162,293 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6378" name="Constant_267354" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="159265180" size="32" />
+		<layer id="4012" name="Constant_275654" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="114104418" size="32" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6379" name="Constant_267357" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265212" size="16" />
+		<layer id="4013" name="Constant_275657" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4014" name="__module.model.model.layers.18.self_attn/aten::slice/Slice_4" type="StridedSlice" version="opset1">
+			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
+				<port id="2" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="3" precision="I32">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="4" precision="FP32" names="3225,x2.75">
+					<dim>1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>48</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4015" name="Constant_300329_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1, 1" offset="114104466" size="2" />
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@@ -91923,935 +63495,993 @@
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+		</layer>
+		<layer id="4090" name="Constant_28094" type="Const" version="opset1">
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 		</layer>
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+		<layer id="4091" name="__module.model.model.layers.18.mlp/prim::ListUnpack/Concat" type="Concat" version="opset1">
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@@ -92860,2845 +64490,3177 @@
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 					<dim>1</dim>
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+			<output>
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 		</layer>
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+		<layer id="4361" name="__module.model.model.layers.20.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
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 				<port id="0" precision="FP32">
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@@ -96812,44 +68791,54 @@
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="4362" name="__module.model.model.layers.20.self_attn/aten::size/Constant_2" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
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 		</layer>
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 			<output>
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+				<port id="3" precision="I32" names="3479" />
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+		</layer>
+		<layer id="4364" name="__module.model.model.layers.20.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
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 		</layer>
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="4365" name="__module.model.model.layers.20.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
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+				<attribute name="precise" version="0" />
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 			<output>
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 		</layer>
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+		<layer id="4366" name="__module.model.model.layers.20.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
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@@ -96859,24 +68848,32 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="4366" />
+				<port id="3" precision="I32" names="3481" />
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 		</layer>
-		<layer id="6723" name="Constant_179032" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="159265144" size="8" />
+		<layer id="4367" name="__module.model.model.layers.20.self_attn/aten::add_/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="I32" />
+				<port id="1" precision="I32" />
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 			<output>
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+				<port id="2" precision="I32" names="3480,3484,3485,kv_seq_len.41" />
 			</output>
 		</layer>
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-			<data special_zero="false" />
+		<layer id="4368" name="__module.model.model.layers.20.self_attn.rotary_emb/aten::slice/Constant" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="4369" name="__module.model.model.layers.20.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
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-					<dim>1</dim>
-				</port>
+				<port id="1" precision="I32" />
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 			<output>
 				<port id="2" precision="I32">
@@ -96884,128 +68881,202 @@
 				</port>
 			</output>
 		</layer>
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-			<data element_type="i32" shape="1" offset="176042560" size="4" />
+		<layer id="4370" name="__module.model.model.layers.20.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="i32" shape="2" offset="176042564" size="8" />
+		<layer id="4371" name="__module.model.model.layers.20.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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+				<port id="0" precision="FP32">
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+					<dim>96</dim>
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+				<port id="3" precision="I32">
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 			<output>
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+				<port id="4" precision="FP32" names="3488,3489,3493,cos.161">
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+					<dim>96</dim>
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 		</layer>
-		<layer id="6727" name="Constant_255316" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="4" size="8" />
+		<layer id="4372" name="Constant_16569" type="Const" version="opset1">
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 			<output>
-				<port id="0" precision="I64" />
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 			</output>
 		</layer>
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 			<data batch_dims="0" />
 			<input>
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 				</port>
 				<port id="1" precision="I32">
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 			<output>
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+					<dim>-1</dim>
+					<dim>-1</dim>
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 		</layer>
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-			<data axis="0" />
+		<layer id="4374" name="__module.model.model.layers.20.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
-				<port id="0" precision="I32">
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+				<port id="0" precision="FP32">
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 					<dim>1</dim>
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+		<layer id="4375" name="__module.model.model.layers.20.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
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 			<output>
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-					<dim>5</dim>
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 		</layer>
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 				<port id="0" precision="I32">
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+					<dim>4</dim>
 				</port>
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+		<layer id="4377" name="Constant_276030" type="Const" version="opset1">
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+				<attribute name="precise" version="0" />
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-			<data mode="bidirectional" />
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 				<port id="0" precision="FP32">
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 					<dim>1</dim>
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 					<dim>-1</dim>
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 				<port id="1" precision="I32">
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 				</port>
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-					<dim>-1</dim>
-					<dim>128</dim>
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-			<data auto_broadcast="numpy" />
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 				<port id="0" precision="I32" />
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 			<output>
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+			<data element_type="i32" shape="" offset="98602944" size="4" />
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@@ -97013,513 +69084,558 @@
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 		</layer>
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+		<layer id="4419" name="Constant_276141" type="Const" version="opset1">
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 				<port id="0" precision="I32">
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 			</output>
 		</layer>
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+		<layer id="4420" name="__module.model.model.layers.20.self_attn/aten::slice/Slice_4" type="StridedSlice" version="opset1">
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@@ -97532,403 +69648,549 @@
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 			</input>
 			<output>
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+		<layer id="4422" name="Constant_300351" type="Convert" version="opset1">
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+		<layer id="4424" name="Constant_276187" type="Const" version="opset1">
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+		<layer id="4448" name="__module.model.model.layers.20.self_attn/prim::ListConstruct/Reshape_1_3" type="Const" version="opset1">
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@@ -97939,154 +70201,154 @@
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 		</layer>
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-			<data element_type="u4" shape="4096, 32, 1" offset="3333317284" size="65536" />
+		<layer id="4453" name="self.model.model.layers.20.self_attn.o_proj.weight_compressed/zero_point" type="Const" version="opset1">
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 		</layer>
-		<layer id="6804" name="Convert_333685" type="Convert" version="opset1">
-			<data destination_type="f32" />
+		<layer id="4454" name="Convert_20278" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
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 			<output>
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-					<dim>32</dim>
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+					<dim>3072</dim>
+					<dim>24</dim>
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 				</port>
 			</output>
 		</layer>
-		<layer id="6805" name="Subtract_333686" type="Subtract" version="opset1">
+		<layer id="4455" name="Subtract_20279" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>4096</dim>
-					<dim>32</dim>
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-					<dim>4096</dim>
-					<dim>32</dim>
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-					<dim>4096</dim>
-					<dim>32</dim>
+				<port id="2" precision="FP16">
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+					<dim>24</dim>
 					<dim>128</dim>
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-			<data element_type="f32" shape="4096, 32, 1" offset="3333382820" size="524288" />
+		<layer id="4456" name="self.model.model.layers.20.self_attn.o_proj.weight_compressed/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="3072, 24, 1" offset="1522251002" size="147456" />
 			<output>
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-					<dim>32</dim>
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+					<dim>24</dim>
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 		</layer>
-		<layer id="6807" name="self.model.layers.23.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4457" name="self.model.model.layers.20.self_attn.o_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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-					<dim>4096</dim>
-					<dim>32</dim>
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+					<dim>3072</dim>
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 					<dim>128</dim>
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-					<dim>4096</dim>
-					<dim>32</dim>
+				<port id="1" precision="FP16">
+					<dim>3072</dim>
+					<dim>24</dim>
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 			<output>
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-					<dim>4096</dim>
-					<dim>32</dim>
+				<port id="2" precision="FP16">
+					<dim>3072</dim>
+					<dim>24</dim>
 					<dim>128</dim>
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 		</layer>
-		<layer id="6808" name="Constant_333690" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="140243244" size="16" />
+		<layer id="4458" name="Constant_20283" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="119793866" size="16" />
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 				<port id="0" precision="I64">
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 			</output>
 		</layer>
-		<layer id="6809" name="Reshape_333691" type="Reshape" version="opset1">
+		<layer id="4459" name="Reshape_20284" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>4096</dim>
-					<dim>32</dim>
+				<port id="0" precision="FP16">
+					<dim>3072</dim>
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 					<dim>128</dim>
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 				<port id="1" precision="I64">
@@ -98094,92 +70356,170 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32">
-					<dim>4096</dim>
-					<dim>4096</dim>
+				<port id="2" precision="FP16">
+					<dim>3072</dim>
+					<dim>3072</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4460" name="self.model.model.layers.20.self_attn.o_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>3072</dim>
+					<dim>3072</dim>
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+				<port id="1" precision="FP32">
+					<dim>3072</dim>
+					<dim>3072</dim>
 				</port>
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 		</layer>
-		<layer id="6810" name="__module.model.layers.23.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4461" name="__module.model.model.layers.20.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
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+					<dim>3072</dim>
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 				<port id="1" precision="FP32">
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-					<dim>4096</dim>
+					<dim>3072</dim>
+					<dim>3072</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4403,4405,hidden_states.709">
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+				<port id="2" precision="FP32" names="3560,3562,input.327">
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 					<dim>-1</dim>
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+					<dim>3072</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6811" name="__module.model.layers.23/aten::add/Add" type="Add" version="opset1">
+		<layer id="4462" name="__module.model.model.layers.20/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
 					<dim>-1</dim>
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+					<dim>3072</dim>
 				</port>
 				<port id="1" precision="FP32">
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 			<output>
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 					<dim>-1</dim>
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 				</port>
 			</output>
 		</layer>
-		<layer id="6812" name="Constant_288181" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 4096" offset="3333907108" size="16384" />
+		<layer id="4463" name="Constant_300356_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 3072" offset="1522398458" size="6144" />
 			<output>
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 					<dim>1</dim>
 					<dim>1</dim>
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+					<dim>3072</dim>
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 			</output>
 		</layer>
-		<layer id="6813" name="Constant_288180" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1" offset="131264796" size="4" />
+		<layer id="4464" name="Constant_300356" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>3072</dim>
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+			</input>
 			<output>
-				<port id="0" precision="FP32">
+				<port id="1" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>3072</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4465" name="Constant_300355_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1" offset="98609092" size="2" />
+			<output>
+				<port id="0" precision="FP16">
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 					<dim>1</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="6814" name="Constant_288178" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1" offset="131264800" size="4" />
+		<layer id="4466" name="Constant_300355" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
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 			<output>
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 					<dim>1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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+		<layer id="4467" name="Constant_300353_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1" offset="98609094" size="2" />
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+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="4468" name="Constant_300353" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
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+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4469" name="__module.model.model.layers.20.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
 					<dim>-1</dim>
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+					<dim>3072</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>1</dim>
@@ -98188,56 +70528,76 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4411">
-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="3569">
+					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>3072</dim>
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 			</output>
 		</layer>
-		<layer id="6816" name="Constant_15059" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131264804" size="4" />
+		<layer id="4470" name="Constant_8742" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98609096" size="4" />
 			<output>
-				<port id="0" precision="I32" names="4412">
+				<port id="0" precision="I32" names="3570">
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 				</port>
 			</output>
 		</layer>
-		<layer id="6817" name="__module.model.layers.23.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="4471" name="__module.model.model.layers.20.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
 					<dim>-1</dim>
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+					<dim>3072</dim>
 				</port>
 				<port id="1" precision="I32">
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 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4413,variance.95">
-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="3571,variance.83">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="6818" name="Constant_288179" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1" offset="131264808" size="4" />
+		<layer id="4472" name="Constant_300354_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1" offset="98609100" size="2" />
 			<output>
-				<port id="0" precision="FP32">
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4473" name="Constant_300354" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6819" name="__module.model.layers.23.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="4474" name="__module.model.model.layers.20.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
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@@ -98248,30 +70608,30 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4414">
-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="3572">
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6820" name="__module.model.layers.23.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="4475" name="__module.model.model.layers.20.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6821" name="__module.model.layers.23.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="4476" name="__module.model.model.layers.20.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -98280,535 +70640,532 @@
 					<dim>1</dim>
 				</port>
 				<port id="1" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4415">
-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="3573">
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6822" name="__module.model.layers.23.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="4477" name="__module.model.model.layers.20.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
 					<dim>-1</dim>
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+					<dim>3072</dim>
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@@ -98816,92 +71173,170 @@
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+		<layer id="4512" name="self.model.model.layers.20.mlp.down_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
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+		<layer id="4513" name="__module.model.model.layers.20.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 		</layer>
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+		<layer id="4514" name="__module.model.model.layers.20/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP32">
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+					<dim>3072</dim>
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+		</layer>
+		<layer id="4516" name="Constant_300360" type="Convert" version="opset1">
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+				<attribute name="decompression" version="0" />
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+					<dim>1</dim>
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+		<layer id="4517" name="Constant_300359_compressed" type="Const" version="opset1">
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+		<layer id="4518" name="Constant_300359" type="Convert" version="opset1">
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+		<layer id="4520" name="Constant_300357" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 		</layer>
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+		<layer id="4521" name="__module.model.model.layers.21.input_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
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 				<port id="1" precision="FP32">
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@@ -98910,56 +71345,76 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4444">
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 		</layer>
-		<layer id="6861" name="Constant_15106" type="Const" version="opset1">
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+		<layer id="4522" name="Constant_8788" type="Const" version="opset1">
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 		</layer>
-		<layer id="6862" name="__module.model.layers.24.input_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="4523" name="__module.model.model.layers.21.input_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
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 				<port id="1" precision="I32">
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 			<output>
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+		<layer id="4524" name="Constant_300358_compressed" type="Const" version="opset1">
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+		<layer id="4525" name="Constant_300358" type="Convert" version="opset1">
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+				<attribute name="decompression" version="0" />
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 					<dim>1</dim>
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+		<layer id="4526" name="__module.model.model.layers.21.input_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
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@@ -98970,30 +71425,30 @@
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 			<output>
-				<port id="2" precision="FP32" names="4447">
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 		</layer>
-		<layer id="6865" name="__module.model.layers.24.input_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="4527" name="__module.model.model.layers.21.input_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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 			<output>
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@@ -99002,460 +71457,371 @@
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+		<layer id="4551" name="__module.model.model.layers.21.self_attn/prim::ListConstruct/Reshape_2" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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 				<port id="0" precision="FP32">
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 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
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@@ -99692,13 +72091,16 @@
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@@ -99708,26 +72110,29 @@
 				<port id="2" precision="I32" />
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 			<output>
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 				<port id="0" precision="I32" />
 				<port id="1" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="I32" names="4478,4482,4483,kv_seq_len.49" />
+				<port id="2" precision="I32" names="3634,3638,3639,kv_seq_len.43" />
 			</output>
 		</layer>
-		<layer id="6919" name="__module.model.layers.24.self_attn.rotary_emb/aten::slice/Constant" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="4573" name="__module.model.model.layers.21.self_attn.rotary_emb/aten::slice/Constant" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6920" name="__module.model.layers.24.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="4574" name="__module.model.model.layers.21.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 				<port id="1" precision="I32" />
@@ -99738,20 +72143,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6921" name="__module.model.layers.24.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="159265140" size="4" />
+		<layer id="4575" name="__module.model.model.layers.21.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6922" name="__module.model.layers.24.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="4576" name="__module.model.model.layers.21.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>1</dim>
@@ -99764,24 +72172,24 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4486,4487,4491,cos.97">
+				<port id="4" precision="FP32" names="3642,3643,3647,cos.169">
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6923" name="Constant_28045" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="4577" name="Constant_16575" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6924" name="__module.model.layers.24.self_attn/aten::index/Gather" type="Gather" version="opset8">
+		<layer id="4578" name="__module.model.model.layers.21.self_attn/aten::index/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>-1</dim>
@@ -99790,80 +72198,86 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="4494">
+				<port id="3" precision="FP32" names="3650">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6925" name="__module.model.layers.24.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="4579" name="__module.model.model.layers.21.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4495,cos.99">
+				<port id="2" precision="FP32" names="3651,3656,3676,cos.171,cos.173,cos.175">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6926" name="__module.model.layers.24.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="4580" name="__module.model.model.layers.21.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4499">
+				<port id="2" precision="FP32" names="3657">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6927" name="Constant_267910" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265152" size="16" />
+		<layer id="4581" name="Constant_276273" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6928" name="Constant_267909" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="159265168" size="8" />
+		<layer id="4582" name="Constant_276272" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="114104406" size="8" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6929" name="__module.model.layers.24.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="4583" name="__module.model.model.layers.21.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
@@ -99872,13 +72286,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6930" name="__module.model.layers.24.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="4584" name="__module.model.model.layers.21.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6931" name="__module.model.layers.24.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="4585" name="__module.model.model.layers.21.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -99888,10 +72305,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="4500,4505" />
+				<port id="3" precision="I32" names="3658,3663" />
 			</output>
 		</layer>
-		<layer id="6932" name="__module.model.layers.24.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="4586" name="__module.model.model.layers.21.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32" />
@@ -99901,21 +72318,24 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6933" name="__module.model.layers.24.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="4587" name="__module.model.model.layers.21.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 			</input>
 			<output>
-				<port id="1" precision="I32" names="4502,4503,4507,4508" />
+				<port id="1" precision="I32" names="3660,3661,3665,3666" />
 			</output>
 		</layer>
-		<layer id="6934" name="__module.model.layers.24.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="4588" name="__module.model.model.layers.21.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6935" name="__module.model.layers.24.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
+		<layer id="4589" name="__module.model.model.layers.21.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 				<port id="1" precision="I32" />
@@ -99926,15 +72346,18 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6936" name="Constant_267908" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="4590" name="Constant_276271" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6937" name="ScatterUpdate_267911" type="ScatterUpdate" version="opset3">
+		<layer id="4591" name="ScatterUpdate_276274" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I32">
 					<dim>4</dim>
@@ -99955,30 +72378,36 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6938" name="Constant_267914" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="159265180" size="32" />
+		<layer id="4592" name="Constant_276277" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="114104418" size="32" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6939" name="Constant_267917" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265212" size="16" />
+		<layer id="4593" name="Constant_276280" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6940" name="__module.model.layers.24.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="4594" name="__module.model.model.layers.21.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>4</dim>
@@ -99991,18 +72420,40 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4509,x2.97">
-					<dim>-1</dim>
+				<port id="4" precision="FP32" names="3667,x2.85">
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6941" name="Constant_288186" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="159265228" size="4" />
+		<layer id="4595" name="Constant_300361_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1, 1" offset="114104466" size="2" />
 			<output>
-				<port id="0" precision="FP32">
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4596" name="Constant_300361" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -100010,14 +72461,14 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6942" name="__module.model.layers.24.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="4597" name="__module.model.model.layers.21.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>1</dim>
@@ -100027,38 +72478,44 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4510">
-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="3668">
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6943" name="Constant_267963" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265152" size="16" />
+		<layer id="4598" name="Constant_276326" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6944" name="Constant_267968" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265212" size="16" />
+		<layer id="4599" name="Constant_276331" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6945" name="__module.model.layers.24.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="4600" name="__module.model.model.layers.21.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>4</dim>
@@ -100071,70 +72528,94 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4504">
-					<dim>-1</dim>
+				<port id="4" precision="FP32" names="3662,x1.85">
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6946" name="__module.model.layers.24.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="4601" name="__module.model.model.layers.21.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 				<port id="1" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4512">
-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="3670,3671">
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6947" name="self.model.layers.24.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
-			<data element_type="f32" shape="32768, 128" offset="159265232" size="16777216" />
+		<layer id="4602" name="self.model.model.layers.21.self_attn.rotary_emb.sin_cached_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 96" offset="114104468" size="786432" />
 			<output>
-				<port id="0" precision="FP32" names="self.model.layers.24.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
-					<dim>128</dim>
+				<port id="0" precision="FP16" names="self.model.model.layers.21.self_attn.rotary_emb.sin_cached">
+					<dim>4096</dim>
+					<dim>96</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4603" name="self.model.model.layers.21.self_attn.rotary_emb.sin_cached" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>96</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>4096</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6948" name="__module.model.layers.24.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="4604" name="__module.model.model.layers.21.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6949" name="__module.model.layers.24.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="159265140" size="4" />
+		<layer id="4605" name="__module.model.model.layers.21.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6950" name="__module.model.layers.24.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="4606" name="__module.model.model.layers.21.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>1</dim>
@@ -100147,24 +72628,24 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4488,4489,4492,sin.97">
+				<port id="4" precision="FP32" names="3644,3645,3648,sin.169">
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6951" name="Constant_28048" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="4607" name="Constant_16578" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6952" name="__module.model.layers.24.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
+		<layer id="4608" name="__module.model.model.layers.21.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>-1</dim>
@@ -100173,129 +72654,138 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="4497">
+				<port id="3" precision="FP32" names="3653">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6953" name="__module.model.layers.24.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="4609" name="__module.model.model.layers.21.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4498,sin.99">
+				<port id="2" precision="FP32" names="3654,3672,3692,sin.171,sin.173,sin.175">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6954" name="__module.model.layers.24.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="4610" name="__module.model.model.layers.21.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4513">
+				<port id="2" precision="FP32" names="3673">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6955" name="__module.model.layers.24.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="4611" name="__module.model.model.layers.21.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4514">
+				<port id="2" precision="FP32" names="3674,3695,q_embed.43,query_states.87">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6956" name="__module.model.layers.24.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="4612" name="__module.model.model.layers.21.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4515">
+				<port id="2" precision="FP32" names="3677">
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6957" name="Constant_268013" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265152" size="16" />
+		<layer id="4613" name="Constant_276376" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6958" name="Constant_268012" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="159265168" size="8" />
+		<layer id="4614" name="Constant_276375" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="114104406" size="8" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6959" name="__module.model.layers.24.self_attn/aten::size/Constant_7" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="4615" name="__module.model.model.layers.21.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6960" name="__module.model.layers.24.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="4616" name="__module.model.model.layers.21.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -100305,10 +72795,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="4516,4521" />
+				<port id="3" precision="I32" names="3678,3683" />
 			</output>
 		</layer>
-		<layer id="6961" name="__module.model.layers.24.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="4617" name="__module.model.model.layers.21.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32" />
@@ -100318,21 +72808,24 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6962" name="__module.model.layers.24.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="4618" name="__module.model.model.layers.21.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 			</input>
 			<output>
-				<port id="1" precision="I32" names="4518,4519,4523,4524" />
+				<port id="1" precision="I32" names="3680,3681,3685,3686" />
 			</output>
 		</layer>
-		<layer id="6963" name="__module.model.layers.24.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="4619" name="__module.model.model.layers.21.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6964" name="__module.model.layers.24.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
+		<layer id="4620" name="__module.model.model.layers.21.self_attn/aten::slice/Unsqueeze_21" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 				<port id="1" precision="I32" />
@@ -100343,15 +72836,18 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6965" name="Constant_268011" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="4621" name="Constant_276374" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6966" name="ScatterUpdate_268014" type="ScatterUpdate" version="opset3">
+		<layer id="4622" name="ScatterUpdate_276377" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I32">
 					<dim>4</dim>
@@ -100372,30 +72868,36 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6967" name="Constant_268017" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="159265180" size="32" />
+		<layer id="4623" name="Constant_276380" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="114104418" size="32" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6968" name="Constant_268020" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265212" size="16" />
+		<layer id="4624" name="Constant_276383" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6969" name="__module.model.layers.24.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
+		<layer id="4625" name="__module.model.model.layers.21.self_attn/aten::slice/Slice_4" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>4</dim>
@@ -100408,18 +72910,40 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4525,x2.99">
-					<dim>-1</dim>
-					<dim>8</dim>
+				<port id="4" precision="FP32" names="3687,x2.87">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6970" name="Constant_288187" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="159265228" size="4" />
+		<layer id="4626" name="Constant_300362_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1, 1" offset="114104466" size="2" />
 			<output>
-				<port id="0" precision="FP32">
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4627" name="Constant_300362" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -100427,14 +72951,14 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6971" name="__module.model.layers.24.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="4628" name="__module.model.model.layers.21.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>1</dim>
@@ -100444,38 +72968,44 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4526">
-					<dim>-1</dim>
-					<dim>8</dim>
+				<port id="2" precision="FP32" names="3688">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6972" name="Constant_268066" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265152" size="16" />
+		<layer id="4629" name="Constant_276429" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6973" name="Constant_268071" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265212" size="16" />
+		<layer id="4630" name="Constant_276434" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6974" name="__module.model.layers.24.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
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@@ -100488,1353 +73018,1131 @@
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 		</layer>
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 			<output>
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+		<layer id="4698" name="__module.model.model.layers.21.mlp/prim::ListUnpack/Add" type="Add" version="opset1">
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@@ -101844,8 +74152,19 @@
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-			<data axis="0" />
+		<layer id="4699" name="Constant_28303" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
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+				<attribute name="precise" version="0" />
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+					<dim>1</dim>
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+		</layer>
+		<layer id="4700" name="__module.model.model.layers.21.mlp/prim::ListUnpack/Broadcast" type="Broadcast" version="opset3">
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 			<input>
 				<port id="0" precision="I32">
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@@ -101853,272 +74172,222 @@
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 					<dim>1</dim>
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 			</input>
 			<output>
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 		</layer>
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-				<port id="1" precision="I32">
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+		<layer id="4701" name="Constant_28295" type="Const" version="opset1">
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-					<dim>-1</dim>
-					<dim>128</dim>
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 		</layer>
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 		</layer>
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 			<input>
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-			<data element_type="f32" shape="4096, 32, 1" offset="3461864100" size="524288" />
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 		</layer>
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 			<input>
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 			<output>
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-					<dim>32</dim>
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 		</layer>
-		<layer id="7087" name="Constant_333760" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="140243244" size="16" />
+		<layer id="4713" name="Constant_20343" type="Const" version="opset1">
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-		<layer id="7088" name="Reshape_333761" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
-				<port id="0" precision="FP32">
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-					<dim>32</dim>
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@@ -102126,92 +74395,170 @@
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 			</input>
 			<output>
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-					<dim>4096</dim>
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+					<dim>3072</dim>
+					<dim>8192</dim>
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+			</output>
+		</layer>
+		<layer id="4715" name="self.model.model.layers.21.mlp.down_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
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+					<dim>8192</dim>
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+					<dim>3072</dim>
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 		</layer>
-		<layer id="7089" name="__module.model.layers.24.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4716" name="__module.model.model.layers.21.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
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-					<dim>4096</dim>
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 			<output>
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+				<port id="2" precision="FP32" names="3744,input.351">
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 			</output>
 		</layer>
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+		<layer id="4717" name="__module.model.model.layers.21/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
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 				<port id="1" precision="FP32">
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 			<output>
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-			<data element_type="f32" shape="1, 1, 4096" offset="3462388388" size="16384" />
+		<layer id="4718" name="Constant_300371_compressed" type="Const" version="opset1">
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 			<output>
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 					<dim>1</dim>
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-			<data element_type="f32" shape="1, 1, 1" offset="131264796" size="4" />
+		<layer id="4719" name="Constant_300371" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
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+					<dim>1</dim>
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 			<output>
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+					<dim>1</dim>
+					<dim>3072</dim>
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+		</layer>
+		<layer id="4720" name="Constant_300370_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1" offset="98609092" size="2" />
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 					<dim>1</dim>
 					<dim>1</dim>
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-			<data element_type="f32" shape="1, 1, 1" offset="131264800" size="4" />
+		<layer id="4721" name="Constant_300370" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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+				<port id="0" precision="FP16">
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 			<output>
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+					<dim>1</dim>
+					<dim>1</dim>
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+		<layer id="4722" name="Constant_300368_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1" offset="98609094" size="2" />
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+				<port id="0" precision="FP16">
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+					<dim>1</dim>
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="4723" name="Constant_300368" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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+			<input>
+				<port id="0" precision="FP16">
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+			<output>
+				<port id="1" precision="FP32">
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 					<dim>1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7094" name="__module.model.layers.24.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="4724" name="__module.model.model.layers.22.input_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
 					<dim>-1</dim>
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+					<dim>3072</dim>
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 				<port id="1" precision="FP32">
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@@ -102220,56 +74567,76 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4581">
-					<dim>-1</dim>
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 					<dim>-1</dim>
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 		</layer>
-		<layer id="7095" name="Constant_15676" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="131264804" size="4" />
+		<layer id="4725" name="Constant_9190" type="Const" version="opset1">
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 			<output>
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 		</layer>
-		<layer id="7096" name="__module.model.layers.24.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="4726" name="__module.model.model.layers.22.input_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
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 					<dim>-1</dim>
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+					<dim>3072</dim>
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 				<port id="1" precision="I32">
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4583,variance.99">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="7097" name="Constant_288189" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1" offset="131264808" size="4" />
+		<layer id="4727" name="Constant_300369_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1" offset="98609100" size="2" />
 			<output>
-				<port id="0" precision="FP32">
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 					<dim>1</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="7098" name="__module.model.layers.24.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="4728" name="Constant_300369" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
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+					<dim>1</dim>
+					<dim>1</dim>
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+					<dim>1</dim>
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="4729" name="__module.model.model.layers.22.input_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
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@@ -102280,30 +74647,30 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4584">
-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="3760">
+					<dim>1</dim>
 					<dim>-1</dim>
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 		</layer>
-		<layer id="7099" name="__module.model.layers.24.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="4730" name="__module.model.model.layers.22.input_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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 					<dim>-1</dim>
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 			<output>
 				<port id="1" precision="FP32">
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 			</output>
 		</layer>
-		<layer id="7100" name="__module.model.layers.24.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="4731" name="__module.model.model.layers.22.input_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -102312,185 +74679,185 @@
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 				<port id="1" precision="FP32">
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 		</layer>
-		<layer id="7101" name="__module.model.layers.24.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="4732" name="__module.model.model.layers.22.input_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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+					<dim>3072</dim>
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 		</layer>
-		<layer id="7102" name="__module.model.layers.24.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="4733" name="__module.model.model.layers.22.input_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
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 			<output>
-				<port id="2" precision="FP32" names="4588,4590">
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+				<port id="2" precision="FP32" names="3764,3766,hidden_states.537">
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-			<data element_type="u4" shape="14336, 32, 128" offset="3462404772" size="29360128" />
+		<layer id="4734" name="self.model.model.layers.22.self_attn.qkv_proj.weight_compressed" type="Const" version="opset1">
+			<data element_type="u4" shape="9216, 24, 128" offset="1673488634" size="14155776" />
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 		</layer>
-		<layer id="7104" name="Convert_333773" type="Convert" version="opset1">
-			<data destination_type="f32" />
+		<layer id="4735" name="Convert_20346" type="Convert" version="opset1">
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 				<port id="0" precision="U4">
-					<dim>14336</dim>
-					<dim>32</dim>
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-					<dim>32</dim>
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-			<data element_type="u4" shape="14336, 32, 1" offset="3491764900" size="229376" />
+		<layer id="4736" name="self.model.model.layers.22.self_attn.qkv_proj.weight_compressed/zero_point" type="Const" version="opset1">
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 		</layer>
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-			<data destination_type="f32" />
+		<layer id="4737" name="Convert_20348" type="Convert" version="opset1">
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-					<dim>14336</dim>
-					<dim>32</dim>
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-			<data element_type="f32" shape="14336, 32, 1" offset="3491994276" size="1835008" />
+		<layer id="4739" name="self.model.model.layers.22.self_attn.qkv_proj.weight_compressed/scale" type="Const" version="opset1">
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 		</layer>
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+		<layer id="4741" name="Constant_20353" type="Const" version="opset1">
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-		<layer id="7111" name="Reshape_333781" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>14336</dim>
-					<dim>32</dim>
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@@ -102498,1849 +74865,2495 @@
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 			<output>
-				<port id="2" precision="FP32">
-					<dim>14336</dim>
-					<dim>4096</dim>
+				<port id="2" precision="FP16">
+					<dim>9216</dim>
+					<dim>3072</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4743" name="self.model.model.layers.22.self_attn.qkv_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>9216</dim>
+					<dim>3072</dim>
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+				<port id="1" precision="FP32">
+					<dim>9216</dim>
+					<dim>3072</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4744" name="__module.model.model.layers.22.self_attn.qkv_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
+			<input>
+				<port id="0" precision="FP32">
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+					<dim>3072</dim>
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+				<port id="1" precision="FP32">
+					<dim>9216</dim>
+					<dim>3072</dim>
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+			</input>
+			<output>
+				<port id="2" precision="FP32" names="3774,qkv.45">
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>9216</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4745" name="Constant_276492" type="Const" version="opset1">
+			<data element_type="i32" shape="3" offset="113317854" size="12" />
+			<rt_info>
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+				<port id="0" precision="I32">
+					<dim>3</dim>
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+			</output>
+		</layer>
+		<layer id="4746" name="Constant_276495" type="Const" version="opset1">
+			<data element_type="i32" shape="3" offset="113317866" size="12" />
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+				<attribute name="precise" version="0" />
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+				<port id="0" precision="I32">
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+		</layer>
+		<layer id="4747" name="Constant_276498" type="Const" version="opset1">
+			<data element_type="i32" shape="3" offset="113317878" size="12" />
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+				<attribute name="precise" version="0" />
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+				<port id="0" precision="I32">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4748" name="__module.model.model.layers.22.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+			<data begin_mask="1, 1, 0" end_mask="1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>9216</dim>
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+				<port id="2" precision="I32">
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+				<port id="3" precision="I32">
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+			<output>
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+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>3072</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4749" name="__module.model.model.layers.22.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i32" />
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+					<dim>1</dim>
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+					<dim>3072</dim>
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+				<port id="1" precision="I32">
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+		<layer id="4750" name="Constant_263445" type="Const" version="opset1">
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+		<layer id="4751" name="Constant_263446" type="Const" version="opset1">
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+				<attribute name="precise" version="0" />
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+				<port id="0" precision="I64" />
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+		<layer id="4752" name="Gather_263447" type="Gather" version="opset8">
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+				<port id="0" precision="I32">
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+		<layer id="4753" name="__module.model.model.layers.22.self_attn/prim::ListConstruct/Reshape_1" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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 			<output>
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 				<port id="0" precision="FP32">
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 			<data destination_type="f32" />
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+		<layer id="4894" name="self.model.model.layers.22.mlp.gate_up_proj.weight" type="Convert" version="opset1">
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 			<output>
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 				<port id="0" precision="I32">
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+					<dim>3</dim>
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 				<port id="1" precision="I32" />
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+				<port id="2" precision="I32">
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 			</input>
 			<output>
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 		</layer>
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -104350,24 +77363,50 @@
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 		</layer>
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 			<input>
 				<port id="0" precision="I32" />
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 			<output>
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-			<data element_type="i32" shape="" offset="0" size="4" />
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+		<layer id="4901" name="__module.model.model.layers.22.mlp/prim::ListUnpack/Greater" type="Greater" version="opset1">
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 				<port id="0" precision="I32" />
+				<port id="1" precision="I32">
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+			<output>
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+			</output>
+		</layer>
+		<layer id="4902" name="__module.model.model.layers.22.mlp/prim::ListUnpack/Convert" type="Convert" version="opset1">
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+				<port id="0" precision="BOOL">
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 			</output>
 		</layer>
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@@ -104375,1095 +77414,1241 @@
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+			</output>
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+		<layer id="4982" name="__module.model.model.layers.23.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
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+		<layer id="4983" name="__module.model.model.layers.23.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -105675,71 +78770,59 @@
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 					<dim>4</dim>
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+		<layer id="5084" name="Constant_300387" type="Convert" version="opset1">
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+		<layer id="5085" name="__module.model.model.layers.23.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
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@@ -106994,30 +80314,30 @@
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 		</layer>
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+		<layer id="5086" name="__module.model.model.layers.23.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP32">
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+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7422" name="__module.model.layers.26.input_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="5087" name="__module.model.model.layers.23.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -107026,186 +80346,204 @@
 					<dim>1</dim>
 				</port>
 				<port id="1" precision="FP32">
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+					<dim>1</dim>
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4788">
-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="4035">
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7423" name="__module.model.layers.26.input_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="5088" name="__module.model.model.layers.23.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
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+					<dim>3072</dim>
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 				<port id="1" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
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 			<output>
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-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="4036,4037,hidden_states.571,hidden_states.573">
+					<dim>1</dim>
 					<dim>-1</dim>
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+					<dim>3072</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7424" name="__module.model.layers.26.input_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5089" name="__module.model.model.layers.23.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
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+					<dim>3072</dim>
 				</port>
 				<port id="1" precision="FP32">
+					<dim>1</dim>
 					<dim>-1</dim>
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+					<dim>3072</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4791,4793,hidden_states.789">
-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="4038,4040,input.377">
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 					<dim>-1</dim>
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+					<dim>3072</dim>
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 		</layer>
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-			<data element_type="u8" shape="4096, 4096" offset="3712543396" size="16777216" />
+		<layer id="5090" name="self.model.model.layers.23.mlp.gate_up_proj.weight_compressed" type="Const" version="opset1">
+			<data element_type="u8" shape="16384, 3072" offset="1761040634" size="50331648" />
 			<output>
 				<port id="0" precision="U8">
-					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>16384</dim>
+					<dim>3072</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7426" name="Convert_333884" type="Convert" version="opset1">
-			<data destination_type="f32" />
+		<layer id="5091" name="Convert_20407" type="Convert" version="opset1">
+			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
-					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>16384</dim>
+					<dim>3072</dim>
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="FP32">
-					<dim>4096</dim>
-					<dim>4096</dim>
+				<port id="1" precision="FP16">
+					<dim>16384</dim>
+					<dim>3072</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="4096, 1" offset="3729320612" size="4096" />
+		<layer id="5092" name="self.model.model.layers.23.mlp.gate_up_proj.weight_compressed/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="16384, 1" offset="1811372282" size="16384" />
 			<output>
 				<port id="0" precision="U8">
-					<dim>4096</dim>
+					<dim>16384</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7428" name="Convert_333887" type="Convert" version="opset1">
-			<data destination_type="f32" />
+		<layer id="5093" name="Convert_20410" type="Convert" version="opset1">
+			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
-					<dim>4096</dim>
+					<dim>16384</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="FP32">
-					<dim>4096</dim>
+				<port id="1" precision="FP16">
+					<dim>16384</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7429" name="Subtract_333888" type="Subtract" version="opset1">
+		<layer id="5094" name="Subtract_20411" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>4096</dim>
-					<dim>4096</dim>
+				<port id="0" precision="FP16">
+					<dim>16384</dim>
+					<dim>3072</dim>
 				</port>
-				<port id="1" precision="FP32">
-					<dim>4096</dim>
+				<port id="1" precision="FP16">
+					<dim>16384</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32">
-					<dim>4096</dim>
-					<dim>4096</dim>
+				<port id="2" precision="FP16">
+					<dim>16384</dim>
+					<dim>3072</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f32" shape="4096, 1" offset="3729324708" size="16384" />
+		<layer id="5095" name="self.model.model.layers.23.mlp.gate_up_proj.weight_compressed/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="16384, 1" offset="1811388666" size="32768" />
 			<output>
-				<port id="0" precision="FP32">
-					<dim>4096</dim>
+				<port id="0" precision="FP16">
+					<dim>16384</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7431" name="self.model.layers.26.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5096" name="self.model.model.layers.23.mlp.gate_up_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>4096</dim>
-					<dim>4096</dim>
+				<port id="0" precision="FP16">
+					<dim>16384</dim>
+					<dim>3072</dim>
 				</port>
-				<port id="1" precision="FP32">
-					<dim>4096</dim>
+				<port id="1" precision="FP16">
+					<dim>16384</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32">
-					<dim>4096</dim>
-					<dim>4096</dim>
+				<port id="2" precision="FP16">
+					<dim>16384</dim>
+					<dim>3072</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5097" name="self.model.model.layers.23.mlp.gate_up_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>16384</dim>
+					<dim>3072</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>16384</dim>
+					<dim>3072</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7432" name="__module.model.layers.26.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5098" name="__module.model.model.layers.23.mlp.gate_up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>-1</dim>
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+					<dim>3072</dim>
 				</port>
 				<port id="1" precision="FP32">
-					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>16384</dim>
+					<dim>3072</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4803,query_states.53">
-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="4045,y.93">
+					<dim>1</dim>
 					<dim>-1</dim>
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+					<dim>16384</dim>
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 			</output>
 		</layer>
-		<layer id="7433" name="__module.model.layers.26.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="5099" name="__module.model.model.layers.23.mlp/prim::ListUnpack/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>16384</dim>
 				</port>
 			</input>
 			<output>
@@ -107214,568 +80552,986 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7434" name="Constant_255410" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="140243260" size="8" />
+		<layer id="5100" name="Constant_28428" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
 			<output>
 				<port id="0" precision="I32">
-					<dim>2</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7435" name="Constant_255411" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="4" size="8" />
-			<output>
-				<port id="0" precision="I64" />
-			</output>
-		</layer>
-		<layer id="7436" name="Gather_255412" type="Gather" version="opset8">
+		<layer id="5101" name="__module.model.model.layers.23.mlp/prim::ListUnpack/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
 					<dim>3</dim>
 				</port>
+				<port id="1" precision="I32" />
+				<port id="2" precision="I32">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="3" precision="I32" />
+			</output>
+		</layer>
+		<layer id="5102" name="__module.model.model.layers.23.mlp/prim::ListUnpack/Divide" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
+			<input>
+				<port id="0" precision="I32" />
+				<port id="1" precision="I32" />
+			</input>
+			<output>
+				<port id="2" precision="I32" />
+			</output>
+		</layer>
+		<layer id="5103" name="__module.model.model.layers.23.mlp/prim::ListUnpack/Mod" type="Mod" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="I32" />
+				<port id="1" precision="I32" />
+			</input>
+			<output>
+				<port id="2" precision="I32" />
+			</output>
+		</layer>
+		<layer id="5104" name="__module.model.model.layers.23.mlp/prim::ListUnpack/Greater" type="Greater" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="I32" />
 				<port id="1" precision="I32">
-					<dim>2</dim>
+					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64" />
 			</input>
 			<output>
-				<port id="3" precision="I32">
-					<dim>2</dim>
+				<port id="2" precision="BOOL">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5105" name="__module.model.model.layers.23.mlp/prim::ListUnpack/Convert" type="Convert" version="opset1">
+			<data destination_type="i32" />
+			<input>
+				<port id="0" precision="BOOL">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I32">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5106" name="__module.model.model.layers.23.mlp/prim::ListUnpack/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="I32" />
+				<port id="1" precision="I32">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I32">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7437" name="__module.model.layers.26.self_attn/prim::ListConstruct/Reshape_1" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="140243268" size="4" />
+		<layer id="5107" name="Constant_28437" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7438" name="__module.model.layers.26.self_attn/prim::ListConstruct/Reshape_2" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="140243272" size="4" />
+		<layer id="5108" name="__module.model.model.layers.23.mlp/prim::ListUnpack/Broadcast" type="Broadcast" version="opset3">
+			<data mode="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="5109" name="Constant_28429" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98609096" size="4" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7439" name="__module.model.layers.26.self_attn/prim::ListConstruct/Concat" type="Concat" version="opset1">
+		<layer id="5110" name="__module.model.model.layers.23.mlp/prim::ListUnpack/Concat" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I32">
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+					<dim>1</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>1</dim>
 				</port>
+			</input>
+			<output>
 				<port id="2" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5111" name="__module.model.model.layers.23.mlp/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
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+				<port id="0" precision="FP32">
 					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>16384</dim>
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 			</input>
 			<output>
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-					<dim>4</dim>
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+					<dim>-1</dim>
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 		</layer>
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-			<data special_zero="false" />
+		<layer id="5112" name="__module.model.model.layers.23.mlp.activation_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
 					<dim>-1</dim>
+					<dim>8192</dim>
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+			<output>
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 					<dim>-1</dim>
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+					<dim>8192</dim>
 				</port>
-				<port id="1" precision="I32">
-					<dim>4</dim>
+			</output>
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+		<layer id="5113" name="__module.model.model.layers.23.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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 			<output>
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 					<dim>-1</dim>
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+					<dim>8192</dim>
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+		</layer>
+		<layer id="5114" name="self.model.model.layers.23.mlp.down_proj.weight_compressed" type="Const" version="opset1">
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@@ -107783,382 +81539,333 @@
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+		<layer id="5186" name="__module.model.model.layers.24.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
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@@ -108171,24 +81878,24 @@
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+					<dim>96</dim>
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 		</layer>
-		<layer id="7507" name="Constant_28060" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="5188" name="Constant_16593" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
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 			</output>
 		</layer>
-		<layer id="7508" name="__module.model.layers.26.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
+		<layer id="5189" name="__module.model.model.layers.24.self_attn/aten::index/Gather" type="Gather" version="opset8">
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 			<input>
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 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
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 				<port id="1" precision="I32">
 					<dim>-1</dim>
@@ -108197,129 +81904,104 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
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+				<port id="3" precision="FP32" names="4112">
 					<dim>-1</dim>
 					<dim>-1</dim>
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+					<dim>96</dim>
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 			</output>
 		</layer>
-		<layer id="7509" name="__module.model.layers.26.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="5190" name="__module.model.model.layers.24.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
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 				<port id="1" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4838,sin.107">
+				<port id="2" precision="FP32" names="4113,4118,4138,cos.195,cos.197,cos.199">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7510" name="__module.model.layers.26.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5191" name="__module.model.model.layers.24.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
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+					<dim>96</dim>
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 				<port id="1" precision="FP32">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
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+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4853">
+				<port id="2" precision="FP32" names="4119">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
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 			</output>
 		</layer>
-		<layer id="7511" name="__module.model.layers.26.self_attn/aten::add/Add" type="Add" version="opset1">
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-			<input>
-				<port id="0" precision="FP32">
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-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+		<layer id="5192" name="Constant_276999" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
 				</port>
-			</input>
+			</output>
+		</layer>
+		<layer id="5193" name="Constant_276998" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="114104406" size="8" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
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-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7512" name="__module.model.layers.26.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="5194" name="__module.model.model.layers.24.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
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-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="FP32">
-					<dim>-1</dim>
 					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
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-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-		<layer id="7513" name="Constant_268573" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265152" size="16" />
-			<output>
-				<port id="0" precision="I32">
+				<port id="1" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7514" name="Constant_268572" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		<layer id="7515" name="__module.model.layers.26.self_attn/aten::size/Constant_7" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="5195" name="__module.model.model.layers.24.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="7516" name="__module.model.layers.26.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="5196" name="__module.model.model.layers.24.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -108329,10 +82011,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="4856,4861" />
+				<port id="3" precision="I32" names="4120,4125" />
 			</output>
 		</layer>
-		<layer id="7517" name="__module.model.layers.26.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="5197" name="__module.model.model.layers.24.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32" />
@@ -108342,21 +82024,24 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="7518" name="__module.model.layers.26.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="5198" name="__module.model.model.layers.24.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 			</input>
 			<output>
-				<port id="1" precision="I32" names="4858,4859,4863,4864" />
+				<port id="1" precision="I32" names="4122,4123,4127,4128" />
 			</output>
 		</layer>
-		<layer id="7519" name="__module.model.layers.26.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="5199" name="__module.model.model.layers.24.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="7520" name="__module.model.layers.26.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
+		<layer id="5200" name="__module.model.model.layers.24.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 				<port id="1" precision="I32" />
@@ -108367,15 +82052,18 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7521" name="Constant_268571" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="5201" name="Constant_276997" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7522" name="ScatterUpdate_268574" type="ScatterUpdate" version="opset3">
+		<layer id="5202" name="ScatterUpdate_277000" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I32">
 					<dim>4</dim>
@@ -108396,30 +82084,36 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7523" name="Constant_268577" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="159265180" size="32" />
+		<layer id="5203" name="Constant_277003" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="114104418" size="32" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7524" name="Constant_268580" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265212" size="16" />
+		<layer id="5204" name="Constant_277006" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7525" name="__module.model.layers.26.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
+		<layer id="5205" name="__module.model.model.layers.24.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>4</dim>
@@ -108432,18 +82126,40 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4865,x2.107">
-					<dim>-1</dim>
-					<dim>8</dim>
+				<port id="4" precision="FP32" names="4129,x2.97">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7526" name="Constant_288207" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="159265228" size="4" />
+		<layer id="5206" name="Constant_300394_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1, 1" offset="114104466" size="2" />
 			<output>
-				<port id="0" precision="FP32">
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5207" name="Constant_300394" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -108451,14 +82167,14 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7527" name="__module.model.layers.26.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5208" name="__module.model.model.layers.24.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>1</dim>
@@ -108468,38 +82184,44 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4866">
-					<dim>-1</dim>
-					<dim>8</dim>
+				<port id="2" precision="FP32" names="4130">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7528" name="Constant_268626" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265152" size="16" />
+		<layer id="5209" name="Constant_277052" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7529" name="Constant_268631" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265212" size="16" />
+		<layer id="5210" name="Constant_277057" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7530" name="__module.model.layers.26.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
+		<layer id="5211" name="__module.model.model.layers.24.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>4</dim>
@@ -108512,151 +82234,99 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4860">
-					<dim>-1</dim>
-					<dim>8</dim>
+				<port id="4" precision="FP32" names="4124,x1.97">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7531" name="__module.model.layers.26.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="5212" name="__module.model.model.layers.24.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
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-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
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-			</input>
-			<output>
-				<port id="2" precision="FP32" names="4868">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="7532" name="__module.model.layers.26.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>48</dim>
 				</port>
 				<port id="1" precision="FP32">
-					<dim>-1</dim>
 					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>48</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4869">
-					<dim>-1</dim>
-					<dim>8</dim>
+				<port id="2" precision="FP32" names="4132,4133">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7533" name="__module.model.layers.26.self_attn/aten::add/Add_1" type="Add" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="5213" name="self.model.model.layers.24.self_attn.rotary_emb.sin_cached_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 96" offset="114104468" size="786432" />
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+		<layer id="5215" name="__module.model.model.layers.24.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
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+		<layer id="5216" name="__module.model.model.layers.24.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
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 			</input>
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-			<data element_type="i64" shape="2" offset="176042456" size="16" />
+		<layer id="5218" name="Constant_16596" type="Const" version="opset1">
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+				<port id="0" precision="I32" />
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+		<layer id="5219" name="__module.model.model.layers.24.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
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-				<port id="3" precision="I32">
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+		<layer id="5220" name="__module.model.model.layers.24.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
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+		<layer id="5225" name="Constant_277101" type="Const" version="opset1">
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+			<data element_type="i32" shape="" offset="98602944" size="4" />
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 			<output>
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+				<port id="1" precision="I32" names="4142,4143,4147,4148" />
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+		<layer id="5230" name="__module.model.model.layers.24.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
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 				<port id="0" precision="I32" />
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@@ -108940,1581 +82542,1598 @@
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-			<data element_type="i32" shape="1" offset="176042560" size="4" />
+		<layer id="5232" name="Constant_277100" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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 				<port id="0" precision="I32">
 					<dim>1</dim>
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-		<layer id="7563" name="Gather_255422" type="Gather" version="opset8">
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+		<layer id="5392" name="__module.model.model.layers.25.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
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+				<port id="0" precision="FP32">
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@@ -111305,496 +85135,625 @@
 				<port id="2" precision="I32">
 					<dim>1</dim>
 				</port>
+				<port id="3" precision="I32">
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+				<port id="4" precision="FP32" names="4258,4259,4263,cos.201">
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 		</layer>
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-			<data special_zero="false" />
+		<layer id="5393" name="Constant_16599" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="5394" name="__module.model.model.layers.25.self_attn/aten::index/Gather" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>96</dim>
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+					<dim>-1</dim>
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+			<output>
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+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5395" name="__module.model.model.layers.25.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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 					<dim>-1</dim>
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+				<port id="1" precision="I32" />
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-			</output>
-		</layer>
-		<layer id="7721" name="__module.model.layers.27.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="5396" name="__module.model.model.layers.25.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
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 				<port id="0" precision="FP32">
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
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 		</layer>
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-			<data element_type="f32" shape="32768, 128" offset="140243292" size="16777216" />
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-					<dim>128</dim>
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 		</layer>
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-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="5398" name="Constant_277240" type="Const" version="opset1">
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+				<attribute name="precise" version="0" />
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 			</output>
 		</layer>
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+		<layer id="5400" name="__module.model.model.layers.25.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
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+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="5401" name="__module.model.model.layers.25.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
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+				<port id="3" precision="I32" names="4274,4279" />
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-			<data element_type="u4" shape="1024, 32, 1" offset="3879467684" size="16384" />
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+				<port id="2" precision="I32" />
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 		</layer>
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-			<data destination_type="f32" />
+		<layer id="5403" name="__module.model.model.layers.25.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
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+				<port id="1" precision="I32" names="4276,4277,4281,4282" />
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 		</layer>
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-			<data auto_broadcast="numpy" />
+		<layer id="5404" name="__module.model.model.layers.25.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
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+				<attribute name="precise" version="0" />
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+				<port id="0" precision="I32" />
+			</output>
+		</layer>
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-					<dim>32</dim>
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-					<dim>1024</dim>
-					<dim>32</dim>
-					<dim>128</dim>
+				<port id="2" precision="I32">
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-					<dim>32</dim>
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-			<data auto_broadcast="numpy" />
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 			<input>
-				<port id="0" precision="FP32">
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-					<dim>32</dim>
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-					<dim>128</dim>
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 				<port id="0" precision="I64">
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 		</layer>
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-				<port id="1" precision="I64">
-					<dim>2</dim>
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-			</input>
+		<layer id="5409" name="Constant_277248" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
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+				<attribute name="precise" version="0" />
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-					<dim>4096</dim>
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 			<input>
 				<port id="0" precision="FP32">
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+			<data element_type="i32" shape="1" offset="98602944" size="4" />
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+		<layer id="5423" name="Constant_16602" type="Const" version="opset1">
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+		<layer id="5430" name="Constant_277343" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="114104406" size="8" />
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+			<data element_type="i32" shape="" offset="98602944" size="4" />
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+				<attribute name="precise" version="0" />
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 			<output>
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 		</layer>
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+		<layer id="5432" name="__module.model.model.layers.25.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
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@@ -111804,26 +85763,37 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="4989" />
+				<port id="3" precision="I32" names="4294,4299" />
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 		</layer>
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-			<data auto_broadcast="numpy" />
+		<layer id="5433" name="__module.model.model.layers.25.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
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 			<input>
 				<port id="0" precision="I32" />
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 			</input>
 			<output>
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+				<port id="2" precision="I32" />
+			</output>
+		</layer>
+		<layer id="5434" name="__module.model.model.layers.25.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
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+				<port id="0" precision="I32" />
+			</input>
+			<output>
+				<port id="1" precision="I32" names="4296,4297,4301,4302" />
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 		</layer>
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="5435" name="__module.model.model.layers.25.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
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+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="7757" name="__module.model.layers.27.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="5436" name="__module.model.model.layers.25.self_attn/aten::slice/Unsqueeze_21" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 				<port id="1" precision="I32" />
@@ -111834,22 +85804,23 @@
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 			</output>
 		</layer>
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-			<data element_type="i32" shape="1" offset="159265140" size="4" />
+		<layer id="5437" name="Constant_277342" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
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+				<attribute name="precise" version="0" />
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 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5438" name="ScatterUpdate_277345" type="ScatterUpdate" version="opset3">
 			<input>
-				<port id="0" precision="FP32">
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-					<dim>128</dim>
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 				</port>
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 				<port id="2" precision="I32">
@@ -111860,245 +85831,298 @@
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 			<output>
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-					<dim>128</dim>
+				<port id="4" precision="I32">
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 		</layer>
-		<layer id="7760" name="Constant_28063" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="5439" name="Constant_277348" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="114104418" size="32" />
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 			<output>
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+				<port id="0" precision="I64">
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 			</output>
 		</layer>
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-			<data batch_dims="0" />
+		<layer id="5440" name="Constant_277351" type="Const" version="opset1">
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+		</layer>
+		<layer id="5441" name="__module.model.model.layers.25.self_attn/aten::slice/Slice_4" type="StridedSlice" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
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 					<dim>-1</dim>
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 				<port id="1" precision="I32">
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 			<output>
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+		</layer>
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+		<layer id="5451" name="__module.model.model.layers.25.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
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+		<layer id="5452" name="__module.model.model.layers.25.self_attn/aten::matmul/MatMul" type="MatMul" version="opset1">
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 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
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+					<dim>-1</dim>
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 		</layer>
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+		<layer id="5453" name="Constant_300407_compressed" type="Const" version="opset1">
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 					<dim>1</dim>
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@@ -112106,14 +86130,36 @@
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 			</output>
 		</layer>
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-			<data auto_broadcast="numpy" />
+		<layer id="5454" name="Constant_300407" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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+					<dim>1</dim>
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+					<dim>1</dim>
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+		<layer id="5455" name="__module.model.model.layers.25.self_attn/aten::div/Divide" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
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 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
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@@ -112123,1816 +86169,2163 @@
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4319,attn_weights.101">
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 					<dim>32</dim>
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-				<port id="0" precision="I32">
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+					<dim>-1</dim>
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 		</layer>
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+		<layer id="5456" name="__module.model.model.layers.25.self_attn/aten::add/Add_2" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
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-				<port id="2" precision="I32">
-					<dim>4</dim>
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 				</port>
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-					<dim>4</dim>
+				<port id="1" precision="FP32">
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+					<dim>-1</dim>
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4320,input.401">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>-1</dim>
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 			</output>
 		</layer>
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+		<layer id="5457" name="__module.model.model.layers.25.self_attn/aten::softmax/Softmax" type="SoftMax" version="opset8">
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
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 		</layer>
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+		<layer id="5458" name="Constant_277448" type="Const" version="opset1">
+			<data element_type="i32" shape="3" offset="114104362" size="12" />
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-					<dim>128</dim>
+				<port id="0" precision="I32">
+					<dim>3</dim>
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 			</output>
 		</layer>
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+		<layer id="5459" name="Constant_277451" type="Const" version="opset1">
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+				<attribute name="precise" version="0" />
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+				<port id="0" precision="I64">
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 		</layer>
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+		<layer id="5460" name="Constant_277454" type="Const" version="opset1">
+			<data element_type="i32" shape="3" offset="113317878" size="12" />
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@@ -113940,1392 +88333,1316 @@
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+		<layer id="5672" name="__module.model.model.layers.26.self_attn/prim::ListConstruct/Reshape_1_3" type="Const" version="opset1">
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@@ -115334,491 +89651,730 @@
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+		<layer id="5675" name="self.model.model.layers.26.self_attn.o_proj.weight_compressed" type="Const" version="opset1">
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+		<layer id="5676" name="Convert_20517" type="Convert" version="opset1">
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+		<layer id="5716" name="__module.model.model.layers.26.mlp/prim::ListUnpack/Mod" type="Mod" version="opset1">
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+				<port id="1" precision="I32" />
+			</input>
 			<output>
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+			</output>
+		</layer>
+		<layer id="5717" name="__module.model.model.layers.26.mlp/prim::ListUnpack/Greater" type="Greater" version="opset1">
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+			<input>
 				<port id="0" precision="I32" />
+				<port id="1" precision="I32">
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+			<output>
+				<port id="2" precision="BOOL">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5718" name="__module.model.model.layers.26.mlp/prim::ListUnpack/Convert" type="Convert" version="opset1">
+			<data destination_type="i32" />
+			<input>
+				<port id="0" precision="BOOL">
+					<dim>1</dim>
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+			<output>
+				<port id="1" precision="I32">
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+				</port>
 			</output>
 		</layer>
-		<layer id="8034" name="__module.model.layers.28.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="5719" name="__module.model.model.layers.26.mlp/prim::ListUnpack/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
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+				<port id="1" precision="I32">
+					<dim>1</dim>
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 			</input>
 			<output>
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@@ -115826,1104 +90382,1121 @@
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 			</output>
 		</layer>
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-			<data element_type="i32" shape="1" offset="159265140" size="4" />
+		<layer id="5720" name="Constant_28638" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
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+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
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 		</layer>
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-			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5721" name="__module.model.model.layers.26.mlp/prim::ListUnpack/Broadcast" type="Broadcast" version="opset3">
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-					<dim>128</dim>
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 				<port id="1" precision="I32">
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 				</port>
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 				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
+			</output>
+		</layer>
+		<layer id="5722" name="Constant_28630" type="Const" version="opset1">
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 		</layer>
-		<layer id="8037" name="Constant_28069" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="5723" name="__module.model.model.layers.26.mlp/prim::ListUnpack/Concat" type="Concat" version="opset1">
+			<data axis="0" />
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+				<port id="0" precision="I32">
+					<dim>1</dim>
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+				<port id="1" precision="I32">
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 			<output>
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 		</layer>
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-			<data batch_dims="0" />
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 				<port id="0" precision="FP32">
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 		</layer>
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 				<port id="0" precision="FP32">
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 		</layer>
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+					<dim>96</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5780" name="self.model.model.layers.27.self_attn.rotary_emb.cos_cached_compressed" type="Const" version="opset1">
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 		</layer>
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+		<layer id="5781" name="self.model.model.layers.27.self_attn.rotary_emb.cos_cached" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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+				<port id="1" precision="FP32">
+					<dim>4096</dim>
+					<dim>96</dim>
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+			</output>
+		</layer>
+		<layer id="5782" name="__module.model.model.layers.27.self_attn.rotary_emb/aten::slice/Unsqueeze" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
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+				<attribute name="precise" version="0" />
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+		<layer id="5783" name="Constant_277714" type="Const" version="opset1">
+			<data element_type="i32" shape="3" offset="113317866" size="12" />
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+		<layer id="5784" name="Constant_277717" type="Const" version="opset1">
+			<data element_type="i32" shape="3" offset="114104362" size="12" />
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+				<attribute name="precise" version="0" />
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-		<layer id="8104" name="Constant_269256" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265212" size="16" />
+		<layer id="5785" name="Constant_277720" type="Const" version="opset1">
+			<data element_type="i32" shape="3" offset="113317878" size="12" />
+			<rt_info>
+				<attribute name="precise" version="0" />
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+		<layer id="5786" name="__module.model.model.layers.27.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+			<data begin_mask="1, 1, 0" end_mask="1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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 				<port id="3" precision="I32">
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 		</layer>
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-			<output>
-				<port id="0" precision="I32">
-					<dim>5</dim>
+		<layer id="5787" name="__module.model.model.layers.27.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="false" />
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-		<layer id="8107" name="Constant_269265" type="Const" version="opset1">
-			<data element_type="i64" shape="5" offset="176042500" size="40" />
+				<port id="1" precision="I32">
+					<dim>4</dim>
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 			<output>
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-					<dim>5</dim>
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+					<dim>-1</dim>
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-		<layer id="8108" name="Constant_269268" type="Const" version="opset1">
-			<data element_type="i32" shape="5" offset="176042540" size="20" />
+		<layer id="5788" name="__module.model.model.layers.27.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="113317914" size="16" />
 			<output>
 				<port id="0" precision="I32">
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 		</layer>
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-			<data begin_mask="1, 1, 1, 1, 0" end_mask="1, 1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5789" name="__module.model.model.layers.27.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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-					<dim>8</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
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-				<port id="3" precision="I32">
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 			</input>
 			<output>
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 		</layer>
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+		<layer id="5790" name="__module.model.model.layers.27.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
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 			<output>
@@ -116932,44 +91505,54 @@
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 			</output>
 		</layer>
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="5791" name="__module.model.model.layers.27.self_attn/aten::size/Constant_2" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
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 			</output>
 		</layer>
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+		<layer id="5792" name="__module.model.model.layers.27.self_attn/aten::size/Gather_2" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
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 					<dim>4</dim>
 				</port>
-				<port id="1" precision="I32">
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+				<port id="1" precision="I32" />
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 			</input>
 			<output>
-				<port id="3" precision="I32" names="5215">
+				<port id="3" precision="I32" names="4557" />
+			</output>
+		</layer>
+		<layer id="5793" name="__module.model.model.layers.27.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+			<data output_type="i32" />
+			<input>
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 					<dim>1</dim>
+					<dim>32</dim>
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+			<output>
+				<port id="1" precision="I32">
+					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="5794" name="__module.model.model.layers.27.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
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 			</output>
 		</layer>
-		<layer id="8115" name="__module.model.layers.28.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+		<layer id="5795" name="__module.model.model.layers.27.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
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@@ -116979,24 +91562,32 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="5216" />
+				<port id="3" precision="I32" names="4559" />
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 		</layer>
-		<layer id="8116" name="Constant_179197" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="159265144" size="8" />
+		<layer id="5796" name="__module.model.model.layers.27.self_attn/aten::add_/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="I32" />
+				<port id="1" precision="I32" />
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 			<output>
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-					<dim>1</dim>
-				</port>
+				<port id="2" precision="I32" names="4558,4562,4563,kv_seq_len.55" />
 			</output>
 		</layer>
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-			<data special_zero="false" />
+		<layer id="5797" name="__module.model.model.layers.27.self_attn.rotary_emb/aten::slice/Constant" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="5798" name="__module.model.model.layers.27.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
+				<port id="1" precision="I32" />
 			</input>
 			<output>
 				<port id="2" precision="I32">
@@ -117004,128 +91595,202 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8118" name="__module.model.layers.28.self_attn/prim::ListConstruct/Reshape_1_2" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="176042560" size="4" />
+		<layer id="5799" name="__module.model.model.layers.27.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8119" name="Constant_255490" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="176042564" size="8" />
+		<layer id="5800" name="__module.model.model.layers.27.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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+				<port id="0" precision="FP32">
+					<dim>4096</dim>
+					<dim>96</dim>
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+				<port id="1" precision="I32">
+					<dim>1</dim>
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+				<port id="2" precision="I32">
+					<dim>1</dim>
+				</port>
+				<port id="3" precision="I32">
+					<dim>1</dim>
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 			<output>
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+				<port id="4" precision="FP32" names="4566,4567,4571,cos.217">
+					<dim>-1</dim>
+					<dim>96</dim>
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 		</layer>
-		<layer id="8120" name="Constant_255491" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="4" size="8" />
+		<layer id="5801" name="Constant_16611" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
 			<output>
-				<port id="0" precision="I64" />
+				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8121" name="Gather_255492" type="Gather" version="opset8">
+		<layer id="5802" name="__module.model.model.layers.27.self_attn/aten::index/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
-				<port id="0" precision="I32">
-					<dim>4</dim>
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 				</port>
 				<port id="1" precision="I32">
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+					<dim>-1</dim>
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+				<port id="2" precision="I32" />
 			</input>
 			<output>
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-					<dim>2</dim>
+				<port id="3" precision="FP32" names="4574">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8122" name="__module.model.layers.28.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
-			<data axis="0" />
+		<layer id="5803" name="__module.model.model.layers.27.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
-				<port id="0" precision="I32">
-					<dim>1</dim>
+				<port id="0" precision="FP32">
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+					<dim>96</dim>
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-				<port id="1" precision="I32">
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 					<dim>1</dim>
+					<dim>-1</dim>
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 				</port>
-				<port id="2" precision="I32">
+			</output>
+		</layer>
+		<layer id="5804" name="__module.model.model.layers.27.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
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 					<dim>1</dim>
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-					<dim>2</dim>
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+					<dim>-1</dim>
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 				</port>
 			</input>
 			<output>
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-					<dim>5</dim>
+				<port id="2" precision="FP32" names="4581">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>96</dim>
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+		<layer id="5805" name="Constant_277725" type="Const" version="opset1">
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+				<attribute name="precise" version="0" />
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+				<port id="0" precision="I32">
+					<dim>4</dim>
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+			</output>
+		</layer>
+		<layer id="5806" name="Constant_277724" type="Const" version="opset1">
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+				<attribute name="precise" version="0" />
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+				<port id="0" precision="I64">
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+		<layer id="5812" name="__module.model.model.layers.27.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
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+		<layer id="5813" name="__module.model.model.layers.27.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
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@@ -117133,513 +91798,558 @@
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+		<layer id="5816" name="Constant_277729" type="Const" version="opset1">
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 			<output>
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+		<layer id="5877" name="__module.model.model.layers.27.self_attn/prim::ListConstruct/Reshape_1_3" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114890950" size="4" />
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+		<layer id="5880" name="self.model.model.layers.27.self_attn.o_proj.weight_compressed" type="Const" version="opset1">
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+		<layer id="5881" name="Convert_20556" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
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 			<output>
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-					<dim>32</dim>
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+					<dim>24</dim>
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 		</layer>
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-			<data element_type="u4" shape="4096, 32, 1" offset="4048051876" size="65536" />
+		<layer id="5882" name="self.model.model.layers.27.self_attn.o_proj.weight_compressed/zero_point" type="Const" version="opset1">
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 			</output>
 		</layer>
-		<layer id="8197" name="Convert_334035" type="Convert" version="opset1">
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+		<layer id="5883" name="Convert_20558" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
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-					<dim>32</dim>
+					<dim>3072</dim>
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 			</input>
 			<output>
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-					<dim>4096</dim>
-					<dim>32</dim>
+				<port id="1" precision="FP16">
+					<dim>3072</dim>
+					<dim>24</dim>
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 				</port>
 			</output>
 		</layer>
-		<layer id="8198" name="Subtract_334036" type="Subtract" version="opset1">
+		<layer id="5884" name="Subtract_20559" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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 					<dim>128</dim>
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-					<dim>32</dim>
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 			<output>
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-					<dim>32</dim>
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 					<dim>128</dim>
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 		</layer>
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-			<data element_type="f32" shape="4096, 32, 1" offset="4048117412" size="524288" />
+		<layer id="5885" name="self.model.model.layers.27.self_attn.o_proj.weight_compressed/scale" type="Const" version="opset1">
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+					<dim>24</dim>
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 		</layer>
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+		<layer id="5886" name="self.model.model.layers.27.self_attn.o_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
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 					<dim>128</dim>
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-					<dim>32</dim>
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 			<output>
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-					<dim>32</dim>
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+					<dim>24</dim>
 					<dim>128</dim>
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 		</layer>
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+		<layer id="5887" name="Constant_20563" type="Const" version="opset1">
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-		<layer id="8202" name="Reshape_334041" type="Reshape" version="opset1">
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 			<data special_zero="false" />
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-					<dim>32</dim>
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@@ -118214,92 +93070,170 @@
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 			<output>
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-					<dim>4096</dim>
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+					<dim>3072</dim>
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 		</layer>
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+		<layer id="5889" name="self.model.model.layers.27.self_attn.o_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
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+					<dim>3072</dim>
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+					<dim>3072</dim>
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+		</layer>
+		<layer id="5890" name="__module.model.model.layers.27.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
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 				<port id="1" precision="FP32">
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-					<dim>4096</dim>
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 			</input>
 			<output>
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-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="4638,4640,input.439">
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 					<dim>-1</dim>
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+					<dim>3072</dim>
 				</port>
 			</output>
 		</layer>
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+		<layer id="5891" name="__module.model.model.layers.27/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
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 				<port id="1" precision="FP32">
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 			<output>
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-			<data element_type="f32" shape="1, 1, 4096" offset="4048641700" size="16384" />
+		<layer id="5892" name="Constant_300433_compressed" type="Const" version="opset1">
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+					<dim>3072</dim>
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+			</output>
+		</layer>
+		<layer id="5893" name="Constant_300433" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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+			<input>
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+					<dim>1</dim>
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+		<layer id="5894" name="Constant_300432_compressed" type="Const" version="opset1">
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+					<dim>1</dim>
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+		<layer id="5895" name="Constant_300432" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP32">
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@@ -118308,56 +93242,76 @@
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 			</input>
 			<output>
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+		<layer id="5902" name="Constant_300431" type="Convert" version="opset1">
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+		<layer id="5904" name="__module.model.model.layers.27.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
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+		<layer id="5905" name="__module.model.model.layers.27.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
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+		<layer id="5906" name="__module.model.model.layers.27.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
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+		<layer id="5907" name="__module.model.model.layers.27.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
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+		<layer id="5913" name="self.model.model.layers.27.mlp.gate_up_proj.weight_compressed/scale" type="Const" version="opset1">
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 		</layer>
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 			<output>
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-					<dim>32</dim>
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+		<layer id="5915" name="Constant_20573" type="Const" version="opset1">
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-		<layer id="8225" name="Reshape_334061" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
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-					<dim>32</dim>
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 				<port id="1" precision="I64">
@@ -118586,349 +93540,386 @@
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 			<output>
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-					<dim>4096</dim>
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+					<dim>3072</dim>
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+		</layer>
+		<layer id="5917" name="self.model.model.layers.27.mlp.gate_up_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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+			<input>
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+					<dim>3072</dim>
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+				<port id="1" precision="FP32">
+					<dim>16384</dim>
+					<dim>3072</dim>
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 		</layer>
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+		<layer id="5918" name="__module.model.model.layers.27.mlp.gate_up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
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-					<dim>4096</dim>
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 			</input>
 			<output>
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 		</layer>
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+		<layer id="5919" name="__module.model.model.layers.27.mlp/prim::ListUnpack/ShapeOf" type="ShapeOf" version="opset3">
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 			<input>
 				<port id="0" precision="FP32">
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+		<layer id="5920" name="Constant_28696" type="Const" version="opset1">
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 		</layer>
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+		<layer id="5921" name="__module.model.model.layers.27.mlp/prim::ListUnpack/Gather" type="Gather" version="opset8">
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-					<dim>32</dim>
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-					<dim>128</dim>
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 			<output>
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+		<layer id="5924" name="__module.model.model.layers.27.mlp/prim::ListUnpack/Greater" type="Greater" version="opset1">
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+		<layer id="5941" name="Constant_20583" type="Const" version="opset1">
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@@ -118936,92 +93927,170 @@
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+		<layer id="5982" name="__module.model.model.layers.28.self_attn/prim::ListConstruct/Reshape_2" type="Const" version="opset1">
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+		<layer id="5997" name="__module.model.model.layers.28.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
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 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
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-					<dim>128</dim>
+					<dim>96</dim>
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 			<output>
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-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+				<port id="1" precision="I32">
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 		</layer>
-		<layer id="8306" name="Constant_314267" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="4" size="8" />
+		<layer id="5998" name="__module.model.model.layers.28.self_attn/aten::size/Constant_2" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
-				<port id="0" precision="I64" />
+				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8307" name="Gather_314268" type="Gather" version="opset8">
+		<layer id="5999" name="__module.model.model.layers.28.self_attn/aten::size/Gather_2" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
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-					<dim>128</dim>
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-				<port id="1" precision="I32">
-					<dim>-1</dim>
+				<port id="0" precision="I32">
+					<dim>4</dim>
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+				<port id="1" precision="I32" />
+				<port id="2" precision="I32" />
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-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
+				<port id="3" precision="I32" names="4711" />
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 		</layer>
-		<layer id="8308" name="__module.model.layers.29.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+		<layer id="6000" name="__module.model.model.layers.28.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
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-					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
@@ -119812,13 +94845,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8309" name="__module.model.layers.29.self_attn/aten::size/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="6001" name="__module.model.model.layers.28.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8310" name="__module.model.layers.29.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="6002" name="__module.model.model.layers.28.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -119828,26 +94864,29 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="5329" />
+				<port id="3" precision="I32" names="4713" />
 			</output>
 		</layer>
-		<layer id="8311" name="__module.model.layers.29.self_attn/aten::add_/Add" type="Add" version="opset1">
+		<layer id="6003" name="__module.model.model.layers.28.self_attn/aten::add_/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
 				<port id="1" precision="I32" />
 			</input>
 			<output>
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+				<port id="2" precision="I32" names="4712,4716,4717,kv_seq_len.57" />
 			</output>
 		</layer>
-		<layer id="8312" name="__module.model.layers.29.self_attn.rotary_emb/aten::slice/Constant" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="6004" name="__module.model.model.layers.28.self_attn.rotary_emb/aten::slice/Constant" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8313" name="__module.model.layers.29.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="6005" name="__module.model.model.layers.28.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 				<port id="1" precision="I32" />
@@ -119858,20 +94897,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8314" name="__module.model.layers.29.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="159265140" size="4" />
+		<layer id="6006" name="__module.model.model.layers.28.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8315" name="__module.model.layers.29.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="6007" name="__module.model.model.layers.28.self_attn.rotary_emb/aten::slice/Slice" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>1</dim>
@@ -119884,24 +94926,24 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5336,5337,5341,cos.117">
+				<port id="4" precision="FP32" names="4720,4721,4725,cos.225">
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8316" name="Constant_28075" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="6008" name="Constant_16617" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8317" name="__module.model.layers.29.self_attn/aten::index/Gather" type="Gather" version="opset8">
+		<layer id="6009" name="__module.model.model.layers.28.self_attn/aten::index/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>-1</dim>
@@ -119910,80 +94952,86 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="5344">
+				<port id="3" precision="FP32" names="4728">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8318" name="__module.model.layers.29.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="6010" name="__module.model.model.layers.28.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5345,cos.119">
+				<port id="2" precision="FP32" names="4729,4734,4754,cos.227,cos.229,cos.231">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8319" name="__module.model.layers.29.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="6011" name="__module.model.model.layers.28.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
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+					<dim>96</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5349">
+				<port id="2" precision="FP32" names="4735">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8320" name="Constant_269310" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265152" size="16" />
+		<layer id="6012" name="Constant_277967" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8321" name="Constant_269309" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="159265168" size="8" />
+		<layer id="6013" name="Constant_277966" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="114104406" size="8" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8322" name="__module.model.layers.29.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="6014" name="__module.model.model.layers.28.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
@@ -119992,13 +95040,16 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8323" name="__module.model.layers.29.self_attn/aten::size/Constant_5" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="6015" name="__module.model.model.layers.28.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8324" name="__module.model.layers.29.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="6016" name="__module.model.model.layers.28.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -120008,10 +95059,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="5350,5355" />
+				<port id="3" precision="I32" names="4736,4741" />
 			</output>
 		</layer>
-		<layer id="8325" name="__module.model.layers.29.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="6017" name="__module.model.model.layers.28.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32" />
@@ -120021,21 +95072,24 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8326" name="__module.model.layers.29.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="6018" name="__module.model.model.layers.28.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 			</input>
 			<output>
-				<port id="1" precision="I32" names="5352,5353,5357,5358" />
+				<port id="1" precision="I32" names="4738,4739,4743,4744" />
 			</output>
 		</layer>
-		<layer id="8327" name="__module.model.layers.29.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="6019" name="__module.model.model.layers.28.self_attn/aten::slice/Constant_1" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8328" name="__module.model.layers.29.self_attn/aten::slice/Unsqueeze_5" type="Unsqueeze" version="opset1">
+		<layer id="6020" name="__module.model.model.layers.28.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 				<port id="1" precision="I32" />
@@ -120046,15 +95100,18 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8329" name="Constant_269308" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="6021" name="Constant_277965" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8330" name="ScatterUpdate_269311" type="ScatterUpdate" version="opset3">
+		<layer id="6022" name="ScatterUpdate_277968" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I32">
 					<dim>4</dim>
@@ -120075,30 +95132,36 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8331" name="Constant_269314" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="159265180" size="32" />
+		<layer id="6023" name="Constant_277971" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="114104418" size="32" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8332" name="Constant_269317" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265212" size="16" />
+		<layer id="6024" name="Constant_277974" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8333" name="__module.model.layers.29.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
+		<layer id="6025" name="__module.model.model.layers.28.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>4</dim>
@@ -120111,18 +95174,40 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5359,x2.117">
-					<dim>-1</dim>
+				<port id="4" precision="FP32" names="4745,x2.113">
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8334" name="Constant_288236" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="159265228" size="4" />
+		<layer id="6026" name="Constant_300438_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 1, 1" offset="114104466" size="2" />
 			<output>
-				<port id="0" precision="FP32">
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6027" name="Constant_300438" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
 					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -120130,14 +95215,14 @@
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 			</output>
 		</layer>
-		<layer id="8335" name="__module.model.layers.29.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="6028" name="__module.model.model.layers.28.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
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 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
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 				<port id="1" precision="FP32">
 					<dim>1</dim>
@@ -120147,38 +95232,44 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5360">
-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="4746">
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
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 			</output>
 		</layer>
-		<layer id="8336" name="Constant_269363" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265152" size="16" />
+		<layer id="6029" name="Constant_278020" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8337" name="Constant_269368" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265212" size="16" />
+		<layer id="6030" name="Constant_278025" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8338" name="__module.model.layers.29.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="6031" name="__module.model.model.layers.28.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
 			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
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+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>4</dim>
@@ -120191,70 +95282,94 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5354">
-					<dim>-1</dim>
+				<port id="4" precision="FP32" names="4740,x1.113">
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8339" name="__module.model.layers.29.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="6032" name="__module.model.model.layers.28.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 				<port id="1" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>48</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5362">
-					<dim>-1</dim>
+				<port id="2" precision="FP32" names="4748,4749">
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8340" name="self.model.layers.29.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
-			<data element_type="f32" shape="32768, 128" offset="159265232" size="16777216" />
+		<layer id="6033" name="self.model.model.layers.28.self_attn.rotary_emb.sin_cached_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 96" offset="114104468" size="786432" />
 			<output>
-				<port id="0" precision="FP32" names="self.model.layers.29.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
-					<dim>128</dim>
+				<port id="0" precision="FP16" names="self.model.model.layers.28.self_attn.rotary_emb.sin_cached">
+					<dim>4096</dim>
+					<dim>96</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6034" name="self.model.model.layers.28.self_attn.rotary_emb.sin_cached" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>96</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>4096</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8341" name="__module.model.layers.29.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="6035" name="__module.model.model.layers.28.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8342" name="__module.model.layers.29.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="159265140" size="4" />
+		<layer id="6036" name="__module.model.model.layers.28.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8343" name="__module.model.layers.29.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
+		<layer id="6037" name="__module.model.model.layers.28.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
 			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
+					<dim>4096</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>1</dim>
@@ -120267,24 +95382,24 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5338,5339,5342,sin.117">
+				<port id="4" precision="FP32" names="4722,4723,4726,sin.225">
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8344" name="Constant_28078" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="6038" name="Constant_16620" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8345" name="__module.model.layers.29.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
+		<layer id="6039" name="__module.model.model.layers.28.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32">
 					<dim>-1</dim>
@@ -120293,129 +95408,138 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="5347">
+				<port id="3" precision="FP32" names="4731">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8346" name="__module.model.layers.29.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="6040" name="__module.model.model.layers.28.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5348,sin.119">
+				<port id="2" precision="FP32" names="4732,4750,4770,sin.227,sin.229,sin.231">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8347" name="__module.model.layers.29.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="6041" name="__module.model.model.layers.28.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5363">
+				<port id="2" precision="FP32" names="4751">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8348" name="__module.model.layers.29.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="6042" name="__module.model.model.layers.28.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5364">
+				<port id="2" precision="FP32" names="4752,4773,q_embed.57,query_states.115">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8349" name="__module.model.layers.29.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="6043" name="__module.model.model.layers.28.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5365">
+				<port id="2" precision="FP32" names="4755">
 					<dim>-1</dim>
-					<dim>8</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>96</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8350" name="Constant_269413" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265152" size="16" />
+		<layer id="6044" name="Constant_278070" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104390" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8351" name="Constant_269412" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="159265168" size="8" />
+		<layer id="6045" name="Constant_278069" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="114104406" size="8" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8352" name="__module.model.layers.29.self_attn/aten::size/Constant_7" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="6046" name="__module.model.model.layers.28.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8353" name="__module.model.layers.29.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="6047" name="__module.model.model.layers.28.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -120425,10 +95549,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I32" names="5366,5371" />
+				<port id="3" precision="I32" names="4756,4761" />
 			</output>
 		</layer>
-		<layer id="8354" name="__module.model.layers.29.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="6048" name="__module.model.model.layers.28.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32" />
@@ -120438,21 +95562,24 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8355" name="__module.model.layers.29.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="6049" name="__module.model.model.layers.28.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 			</input>
 			<output>
-				<port id="1" precision="I32" names="5368,5369,5373,5374" />
+				<port id="1" precision="I32" names="4758,4759,4763,4764" />
 			</output>
 		</layer>
-		<layer id="8356" name="__module.model.layers.29.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="6050" name="__module.model.model.layers.28.self_attn/aten::slice/Constant_3" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8357" name="__module.model.layers.29.self_attn/aten::slice/Unsqueeze_13" type="Unsqueeze" version="opset1">
+		<layer id="6051" name="__module.model.model.layers.28.self_attn/aten::slice/Unsqueeze_21" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
 				<port id="1" precision="I32" />
@@ -120463,15 +95590,18 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8358" name="Constant_269411" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="6052" name="Constant_278068" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98602944" size="4" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8359" name="ScatterUpdate_269414" type="ScatterUpdate" version="opset3">
+		<layer id="6053" name="ScatterUpdate_278071" type="ScatterUpdate" version="opset3">
 			<input>
 				<port id="0" precision="I32">
 					<dim>4</dim>
@@ -120492,30 +95622,36 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8360" name="Constant_269417" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="159265180" size="32" />
+		<layer id="6054" name="Constant_278074" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="114104418" size="32" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8361" name="Constant_269420" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="159265212" size="16" />
+		<layer id="6055" name="Constant_278077" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="114104450" size="16" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
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+		<layer id="6056" name="__module.model.model.layers.28.self_attn/aten::slice/Slice_4" type="StridedSlice" version="opset1">
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 		</layer>
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 			<output>
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 		</layer>
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 			<output>
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 		</layer>
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 				</port>
 			</input>
 			<output>
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-					<dim>4096</dim>
-					<dim>32</dim>
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+					<dim>3072</dim>
+					<dim>64</dim>
 					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="8480" name="Constant_334110" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="140243244" size="16" />
+		<layer id="6148" name="Constant_20623" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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 				</port>
 			</output>
 		</layer>
-		<layer id="8481" name="Reshape_334111" type="Reshape" version="opset1">
+		<layer id="6149" name="Reshape_20624" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
-				<port id="0" precision="FP32">
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-					<dim>32</dim>
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 				<port id="1" precision="I64">
@@ -122246,92 +97229,170 @@
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 			</input>
 			<output>
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-					<dim>4096</dim>
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+					<dim>3072</dim>
+					<dim>8192</dim>
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+		</layer>
+		<layer id="6150" name="self.model.model.layers.28.mlp.down_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 		</layer>
-		<layer id="8482" name="__module.model.layers.29.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6151" name="__module.model.model.layers.28.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
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 				<port id="1" precision="FP32">
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-					<dim>4096</dim>
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 			</input>
 			<output>
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 				</port>
 			</output>
 		</layer>
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+		<layer id="6152" name="__module.model.model.layers.28/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
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 				<port id="1" precision="FP32">
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 			<output>
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+		<layer id="6153" name="Constant_300448_compressed" type="Const" version="opset1">
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+		<layer id="6154" name="Constant_300448" type="Convert" version="opset1">
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+		<layer id="6158" name="Constant_300445" type="Convert" version="opset1">
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+		<layer id="6159" name="__module.model.model.layers.29.input_layernorm/aten::pow/Power" type="Power" version="opset1">
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+		<layer id="6163" name="Constant_300446" type="Convert" version="opset1">
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@@ -122400,30 +97481,30 @@
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 		</layer>
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 		</layer>
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+		<layer id="6166" name="__module.model.model.layers.29.input_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -122432,185 +97513,185 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
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 		</layer>
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+		<layer id="6168" name="__module.model.model.layers.29.input_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
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 		</layer>
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 			<output>
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+		<layer id="6171" name="self.model.model.layers.29.self_attn.qkv_proj.weight_compressed/zero_point" type="Const" version="opset1">
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 		</layer>
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 				<port id="0" precision="U4">
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 			<output>
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 		</layer>
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 			<output>
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 		</layer>
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 		</layer>
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 			<output>
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 			<data special_zero="false" />
 			<input>
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@@ -122618,1087 +97699,1149 @@
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 			</input>
 			<output>
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+		<layer id="6178" name="self.model.model.layers.29.self_attn.qkv_proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
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 		</layer>
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+		<layer id="6179" name="__module.model.model.layers.29.self_attn.qkv_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 				<port id="0" precision="FP32">
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+					<dim>3072</dim>
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 			<output>
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@@ -123708,1406 +98851,1479 @@
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-		</layer>
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+		<layer id="6340" name="__module.model.model.layers.29.mlp/prim::ListUnpack/Add" type="Add" version="opset1">
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+		<layer id="6341" name="Constant_28839" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
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+				<attribute name="precise" version="0" />
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-		</layer>
-		<layer id="8679" name="Gather_255562" type="Gather" version="opset8">
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+		<layer id="6342" name="__module.model.model.layers.29.mlp/prim::ListUnpack/Broadcast" type="Broadcast" version="opset3">
+			<data mode="numpy" />
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 				<port id="0" precision="I32">
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 			<output>
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+				<port id="2" precision="I32">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6343" name="Constant_28831" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="98609096" size="4" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8680" name="__module.model.layers.30.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="6344" name="__module.model.model.layers.29.mlp/prim::ListUnpack/Concat" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
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@@ -125116,879 +100332,1168 @@
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 					<dim>1</dim>
 				</port>
+			</input>
+			<output>
 				<port id="2" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6345" name="__module.model.model.layers.29.mlp/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
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+				<port id="0" precision="FP32">
 					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>16384</dim>
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 			</input>
 			<output>
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-					<dim>5</dim>
+				<port id="3" precision="FP32" names="4971,input.475">
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+				<port id="4" precision="FP32" names="4972,y.119">
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 			</output>
 		</layer>
-		<layer id="8681" name="__module.model.layers.30.self_attn/aten::expand/Abs" type="Abs" version="opset1">
+		<layer id="6346" name="__module.model.model.layers.29.mlp.activation_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
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 			<output>
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+				<port id="1" precision="FP32" names="4973">
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+					<dim>-1</dim>
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 		</layer>
-		<layer id="8682" name="__module.model.layers.30.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
-			<data mode="bidirectional" />
+		<layer id="6347" name="__module.model.model.layers.29.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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+				<port id="2" precision="FP32" names="4974,input.477">
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+					<dim>8192</dim>
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+		</layer>
+		<layer id="6348" name="self.model.model.layers.29.mlp.down_proj.weight_compressed" type="Const" version="opset1">
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+		<layer id="6349" name="Convert_20656" type="Convert" version="opset1">
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+		<layer id="6350" name="self.model.model.layers.29.mlp.down_proj.weight_compressed/zero_point" type="Const" version="opset1">
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+		<layer id="6352" name="Subtract_20659" type="Subtract" version="opset1">
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+		<layer id="6353" name="self.model.model.layers.29.mlp.down_proj.weight_compressed/scale" type="Const" version="opset1">
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+		</layer>
+		<layer id="6354" name="self.model.model.layers.29.mlp.down_proj.weight_compressed/fq_weights_1" type="Multiply" version="opset1">
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+		<layer id="6357" name="self.model.model.layers.29.mlp.down_proj.weight" type="Convert" version="opset1">
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 		</layer>
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+		<layer id="6417" name="__module.model.model.layers.30.self_attn/aten::add_/Add" type="Add" version="opset1">
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+				<port id="2" precision="I32" names="5020,5024,5025,kv_seq_len.61" />
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 		</layer>
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+		<layer id="6418" name="__module.model.model.layers.30.self_attn.rotary_emb/aten::slice/Constant" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
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 		</layer>
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-			<data special_zero="false" />
+		<layer id="6419" name="__module.model.model.layers.30.self_attn.rotary_emb/aten::slice/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32" />
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 			<output>
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@@ -125996,1905 +101501,2088 @@
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 			</output>
 		</layer>
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-			<data axis="0" />
-			<input>
+		<layer id="6420" name="__module.model.model.layers.30.self_attn.rotary_emb/aten::slice/Unsqueeze_2" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="114104378" size="4" />
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 				<port id="0" precision="I32">
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+			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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+					<dim>96</dim>
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 					<dim>1</dim>
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 				<port id="2" precision="I32">
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+		<layer id="6422" name="Constant_16629" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="98602944" size="4" />
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+				<port id="0" precision="I32" />
+			</output>
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 		</layer>
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 				<port id="1" precision="I32">
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 				<port id="0" precision="I32">
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+		<layer id="6546" name="__module.model.model.layers.30.mlp/prim::ListUnpack/Convert" type="Convert" version="opset1">
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 		</layer>
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+		<layer id="6547" name="__module.model.model.layers.30.mlp/prim::ListUnpack/Add" type="Add" version="opset1">
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@@ -127902,668 +103590,868 @@
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 		</layer>
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+		<layer id="6548" name="Constant_28906" type="Const" version="opset1">
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-			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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+		<layer id="6550" name="Constant_28898" type="Const" version="opset1">
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+		<layer id="6600" name="__module.model.model.layers.31.self_attn/prim::ListConstruct/Reshape_1_2" type="Const" version="opset1">
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+		<layer id="6601" name="__module.model.model.layers.31.self_attn/prim::ListConstruct/Reshape_2_2" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="113317910" size="4" />
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 		</layer>
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+		<layer id="6602" name="__module.model.model.layers.31.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
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 			<input>
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@@ -128577,557 +104465,588 @@
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+				<port id="3" precision="I32" names="5164,5167,5170">
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 		</layer>
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+		<layer id="6603" name="__module.model.model.layers.31.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
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 				<port id="0" precision="FP32">
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 		</layer>
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+		<layer id="6604" name="__module.model.model.layers.31.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
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 		</layer>
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+		<layer id="6605" name="__module.model.model.layers.31.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -129140,201 +105059,202 @@
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-			<data element_type="i32" shape="5" offset="176042540" size="20" />
+		<layer id="6646" name="Constant_300471_compressed" type="Const" version="opset1">
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+		<layer id="6647" name="Constant_300471" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 		</layer>
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 		</layer>
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+		<layer id="6655" name="__module.model.model.layers.31.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
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+		<layer id="6656" name="__module.model.model.layers.31.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
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+		<layer id="6657" name="__module.model.model.layers.31.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
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 				<port id="1" precision="I32">
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@@ -129343,691 +105263,856 @@
 					<dim>1</dim>
 				</port>
 				<port id="3" precision="I32">
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 			</input>
 			<output>
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-				<port id="0" precision="I32">
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 			<output>
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 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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 			<output>
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@@ -130038,154 +106123,154 @@
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+		<layer id="6779" name="Constant_20723" type="Const" version="opset1">
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+					<dim>3072</dim>
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+		<layer id="6781" name="self.model.model.layers.31.self_attn.o_proj.weight" type="Convert" version="opset1">
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+		<layer id="6782" name="__module.model.model.layers.31.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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+		<layer id="6783" name="__module.model.model.layers.31/aten::add/Add" type="Add" version="opset1">
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+		<layer id="6784" name="Constant_300477_compressed" type="Const" version="opset1">
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+		<layer id="6787" name="Constant_300476" type="Convert" version="opset1">
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+		<layer id="6789" name="Constant_300474" type="Convert" version="opset1">
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+		<layer id="6792" name="__module.model.model.layers.31.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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 				<port id="0" precision="FP32">
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-				<port id="0" precision="FP32">
+		<layer id="6793" name="Constant_300475_compressed" type="Const" version="opset1">
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+		<layer id="6795" name="__module.model.model.layers.31.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
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+		<layer id="6807" name="Constant_20733" type="Const" version="opset1">
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@@ -130697,2853 +106748,2423 @@
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 		<edge from-layer="370" from-port="1" to-layer="373" to-port="0" />
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@@ -133552,3525 +109173,3541 @@
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