Readme

.idea/.gitignore

@@ -0,0 +1,8 @@
+# Default ignored files
+/shelf/
+/workspace.xml
+# Editor-based HTTP Client requests
+/httpRequests/
+# Datasource local storage ignored files
+/dataSources/
+/dataSources.local.xml

.idea/FederatedGPT-Shepherd.iml

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+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$" />
+    <orderEntry type="inheritedJdk" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+  <component name="PyDocumentationSettings">
+    <option name="format" value="PLAIN" />
+    <option name="myDocStringFormat" value="Plain" />
+  </component>
+  <component name="TemplatesService">
+    <option name="TEMPLATE_FOLDERS">
+      <list>
+        <option value="$MODULE_DIR$/templates" />
+      </list>
+    </option>
+  </component>
+</module>

.idea/inspectionProfiles/Project_Default.xml

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+<component name="InspectionProjectProfileManager">
+  <profile version="1.0">
+    <option name="myName" value="Project Default" />
+    <inspection_tool class="PyPackageRequirementsInspection" enabled="true" level="WARNING" enabled_by_default="true">
+      <option name="ignoredPackages">
+        <value>
+          <list size="9">
+            <item index="0" class="java.lang.String" itemvalue="appdirs" />
+            <item index="1" class="java.lang.String" itemvalue="gradio" />
+            <item index="2" class="java.lang.String" itemvalue="peft" />
+            <item index="3" class="java.lang.String" itemvalue="black" />
+            <item index="4" class="java.lang.String" itemvalue="accelerate" />
+            <item index="5" class="java.lang.String" itemvalue="fire" />
+            <item index="6" class="java.lang.String" itemvalue="datasets" />
+            <item index="7" class="java.lang.String" itemvalue="loralib" />
+            <item index="8" class="java.lang.String" itemvalue="bitsandbytes" />
+          </list>
+        </value>
+      </option>
+    </inspection_tool>
+  </profile>
+</component>

.idea/inspectionProfiles/profiles_settings.xml

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+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>

.idea/misc.xml

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+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.9 (sampling_DCL)" project-jdk-type="Python SDK" />
+</project>

.idea/modules.xml

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+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/FederatedGPT-Shepherd.iml" filepath="$PROJECT_DIR$/.idea/FederatedGPT-Shepherd.iml" />
+    </modules>
+  </component>
+</project>

.idea/vcs.xml

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+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="$PROJECT_DIR$" vcs="Git" />
+  </component>
+</project>

README.md

@@ -86,6 +86,8 @@ Example usage:
 python main.py --global_model 'chavinlo/alpaca-native'\
       --data_path  "./data" \
       --output_dir  './lora-shepherd-7b/'\
+      --num_communication_rounds 10 \
+      --num_clients  10 \
       --train_on_inputs \
       --group_by_length
 ```
@@ -97,7 +99,7 @@ python main.py --global_model 'chavinlo/alpaca-native'\
       --data_path  "./data" \
       --output_dir  './lora-shepherd-7b/'\
       --num_communication_rounds 10 \
-      --num_clients  100 \
+      --num_clients  10 \
       --client_selection_frac 0.05 \
       --local_num_epochs  2 \
       --local_batch_size  64 \