diff --git a/app/prisma/deleteOneFineTune.ts b/app/prisma/deleteOneFineTune.ts
new file mode 100644
index 0000000..a84e1ef
--- /dev/null
+++ b/app/prisma/deleteOneFineTune.ts
@@ -0,0 +1,12 @@
+import { prisma } from "~/server/db";
+
+// delete most recent fineTune
+const mostRecentFineTune = await prisma.fineTune.findFirst({
+  orderBy: { createdAt: "desc" },
+});
+
+if (mostRecentFineTune) {
+  await prisma.fineTune.delete({
+    where: { id: mostRecentFineTune.id },
+  });
+}
diff --git a/app/prisma/seedDashboard.ts b/app/prisma/seedDashboard.ts
index 3641204..1926642 100644
--- a/app/prisma/seedDashboard.ts
+++ b/app/prisma/seedDashboard.ts
@@ -80,7 +80,7 @@ const MODEL_RESPONSE_TEMPLATES: {
     },
     respStatus: 200,
     respPayload: {
-      id: "chatcmpl-7lNspqePJWVyXwXebupxb1eMozo6Q",
+      id: "chatcmpl-7",
       model: "gpt-3.5-turbo-0613",
       usage: {
         total_tokens: 241,
@@ -108,7 +108,7 @@ const MODEL_RESPONSE_TEMPLATES: {
     inputTokens: 236,
     outputTokens: 5,
     finishReason: "stop",
-    tags: [],
+    tags: [{ name: "prompt_id", value: "define_func" }],
   },
   {
     reqPayload: {
@@ -167,7 +167,7 @@ const MODEL_RESPONSE_TEMPLATES: {
     },
     respStatus: 200,
     respPayload: {
-      id: "chatcmpl-7lNifmc5AncyAvleZRDBhAcLFYBIT",
+      id: "chatcmpl-7",
       model: "gpt-3.5-turbo-0613",
       usage: {
         total_tokens: 227,
@@ -210,7 +210,7 @@ const MODEL_RESPONSE_TEMPLATES: {
     },
     respStatus: 200,
     respPayload: {
-      id: "chatcmpl-7lNh1TtrsJVgz3Nj70bKkZZk7xPi7",
+      id: "chatcmpl-7",
       model: "gpt-3.5-turbo-0613",
       usage: {
         total_tokens: 21,
@@ -234,7 +234,7 @@ const MODEL_RESPONSE_TEMPLATES: {
     inputTokens: 14,
     outputTokens: 7,
     finishReason: "stop",
-    tags: [{ name: "prompt_id", value: "id2" }],
+    tags: [{ name: "prompt_id", value: "translate_text" }],
   },
   {
     reqPayload: {
@@ -281,7 +281,7 @@ const MODEL_RESPONSE_TEMPLATES: {
     },
     respStatus: 200,
     respPayload: {
-      id: "chatcmpl-7lQS3MktOT8BTgNEytl9dkyssCQqL",
+      id: "chatcmpl-7",
       model: "gpt-4-0613",
       usage: {
         total_tokens: 2910,
@@ -311,7 +311,7 @@ const MODEL_RESPONSE_TEMPLATES: {
     outputTokens: 108,
     finishReason: "stop",
     tags: [
-      { name: "prompt_id", value: "chatcmpl-7lQS3MktOT8BTgNEytl9dkyssCQqL" },
+      { name: "prompt_id", value: "chatcmpl-7" },
       { name: "some_other_tag", value: "some_other_value" },
     ],
   },
@@ -339,7 +339,7 @@ const loggedCallsToCreate: Prisma.LoggedCallCreateManyInput[] = [];
 const loggedCallModelResponsesToCreate: Prisma.LoggedCallModelResponseCreateManyInput[] = [];
 const loggedCallsToUpdate: Prisma.LoggedCallUpdateArgs[] = [];
 const loggedCallTagsToCreate: Prisma.LoggedCallTagCreateManyInput[] = [];
-for (let i = 0; i < 1437; i++) {
+for (let i = 0; i < 11437; i++) {
   const loggedCallId = uuidv4();
   const loggedCallModelResponseId = uuidv4();
   const template =
diff --git a/app/src/components/nav/AppShell.tsx b/app/src/components/nav/AppShell.tsx
index c6c16fc..5a40725 100644
--- a/app/src/components/nav/AppShell.tsx
+++ b/app/src/components/nav/AppShell.tsx
@@ -16,7 +16,7 @@ import Link from "next/link";
 import { BsGearFill, BsGithub, BsPersonCircle } from "react-icons/bs";
 import { IoStatsChartOutline } from "react-icons/io5";
 import { RiHome3Line, RiFlaskLine } from "react-icons/ri";
-import { FaRobot } from "react-icons/fa";
+import { AiOutlineThunderbolt } from "react-icons/ai";
 import { signIn, useSession } from "next-auth/react";
 import ProjectMenu from "./ProjectMenu";
 import NavSidebarOption from "./NavSidebarOption";
@@ -75,7 +75,7 @@ const NavSidebar = () => {
 
             <IconLink icon={RiHome3Line} label="Dashboard" href="/dashboard" beta />
             <IconLink icon={IoStatsChartOutline} label="Request Logs" href="/request-logs" beta />
-            <IconLink icon={FaRobot} label="Fine Tunes" href="/fine-tunes" beta />
+            <IconLink icon={AiOutlineThunderbolt} label="Fine Tunes" href="/fine-tunes" beta />
             <IconLink icon={RiFlaskLine} label="Experiments" href="/experiments" />
             <VStack w="full" alignItems="flex-start" spacing={0} pt={8}>
               <Text
diff --git a/app/src/components/requestLogs/FineTuneButton.tsx b/app/src/components/requestLogs/FineTuneButton.tsx
index 2143140..a83d206 100644
--- a/app/src/components/requestLogs/FineTuneButton.tsx
+++ b/app/src/components/requestLogs/FineTuneButton.tsx
@@ -16,7 +16,7 @@ import {
   type UseDisclosureReturn,
   Input,
 } from "@chakra-ui/react";
-import { FaRobot } from "react-icons/fa";
+import { AiTwotoneThunderbolt } from "react-icons/ai";
 import humanId from "human-id";
 import { useRouter } from "next/router";
 
@@ -39,7 +39,7 @@ const FineTuneButton = () => {
       <ActionButton
         onClick={disclosure.onOpen}
         label="Fine Tune"
-        icon={FaRobot}
+        icon={AiTwotoneThunderbolt}
         isDisabled={selectedLogIds.size === 0}
       />
       <FineTuneModal disclosure={disclosure} />
@@ -90,7 +90,7 @@ const FineTuneModal = ({ disclosure }: { disclosure: UseDisclosureReturn }) => {
       <ModalContent w={1200}>
         <ModalHeader>
           <HStack>
-            <Icon as={FaRobot} />
+            <Icon as={AiTwotoneThunderbolt} />
             <Text>Fine Tune</Text>
           </HStack>
         </ModalHeader>