diff --git a/.env.example b/.env.example
index c7082a7..2895913 100644
--- a/.env.example
+++ b/.env.example
@@ -6,6 +6,8 @@ S3_UPLOAD_BUCKET=
 S3_UPLOAD_REGION=
 REPLICATE_API_TOKEN=
 REPLICATE_USERNAME=
+REPLICATE_MAX_TRAIN_STEPS=3000
+NEXT_PUBLIC_REPLICATE_INSTANCE_TOKEN=
 SECRET=
 EMAIL_FROM=
 EMAIL_SERVER=smtp://localhost:1080
diff --git a/README.md b/README.md
index b89d0af..0f7c88d 100644
--- a/README.md
+++ b/README.md
@@ -55,6 +55,10 @@ S3_UPLOAD_REGION=
 // Replicate API token / username
 REPLICATE_API_TOKEN=
 REPLICATE_USERNAME=
+REPLICATE_MAX_TRAIN_STEPS=3000
+
+// Replicate instance token (should be rare)
+NEXT_PUBLIC_REPLICATE_INSTANCE_TOKEN=
 
 // Random secret for NextAuth
 SECRET=
diff --git a/package.json b/package.json
index 950f7ec..5846136 100644
--- a/package.json
+++ b/package.json
@@ -51,7 +51,6 @@
     "superjson": "^1.12.0",
     "typescript": "4.9.3",
     "uniqid": "^5.4.0",
-    "url-slug": "^3.0.4",
     "windups": "^1.2.1"
   },
   "devDependencies": {
diff --git a/src/components/dashboard/Uploader.tsx b/src/components/dashboard/Uploader.tsx
index d7b1a9a..94c56ae 100644
--- a/src/components/dashboard/Uploader.tsx
+++ b/src/components/dashboard/Uploader.tsx
@@ -37,7 +37,7 @@ const Uploader = ({ handleOnAdd }: { handleOnAdd: () => void }) => {
   const [uploadState, setUploadState] = useState<TUploadState>("not_uploaded");
   const [errorMessages, setErrorMessages] = useState<string[]>([]);
   const [urls, setUrls] = useState<string[]>([]);
-  const [instanceName, setInstanceName] = useState<string>("");
+  const [studioName, setStudioName] = useState<string>("");
   const [instanceClass, setInstanceClass] = useState<string>("man");
   const { uploadToS3 } = useS3Upload();
   const toast = useToast();
@@ -102,7 +102,7 @@ const Uploader = ({ handleOnAdd }: { handleOnAdd: () => void }) => {
     () =>
       axios.post("/api/projects", {
         urls,
-        instanceName,
+        studioName,
         instanceClass,
       }),
     {
@@ -112,7 +112,7 @@ const Uploader = ({ handleOnAdd }: { handleOnAdd: () => void }) => {
         // Reset
         setFiles([]);
         setUrls([]);
-        setInstanceName("");
+        setStudioName("");
         setInstanceClass("");
         setUploadState("not_uploaded");
 
@@ -262,17 +262,10 @@ const Uploader = ({ handleOnAdd }: { handleOnAdd: () => void }) => {
             <Input
               isRequired
               backgroundColor="white"
-              placeholder="Subject name"
-              value={instanceName}
-              onChange={(e) => setInstanceName(e.currentTarget.value)}
+              placeholder="Studio name"
+              value={studioName}
+              onChange={(e) => setStudioName(e.currentTarget.value)}
             />
-            <FormHelperText color="blackAlpha.600">
-              This name will be use to name your person in your prompt:{" "}
-              <b>{`Painting of ${
-                instanceName || "Alice"
-              } ${instanceClass} by Andy Warhol`}</b>
-              .
-            </FormHelperText>
           </FormControl>
           <FormControl>
             <Select
@@ -293,12 +286,12 @@ const Uploader = ({ handleOnAdd }: { handleOnAdd: () => void }) => {
           </FormControl>
           <Box>
             <Button
-              disabled={!Boolean(instanceName)}
+              disabled={!Boolean(studioName)}
               isLoading={isLoading}
               variant="brand"
               rightIcon={<MdCheckCircle />}
               onClick={() => {
-                if (instanceName && instanceClass) {
+                if (studioName && instanceClass) {
                   handleCreateProject();
                 }
               }}
diff --git a/src/components/projects/ProjectCard.tsx b/src/components/projects/ProjectCard.tsx
index 528a5f6..9022161 100644
--- a/src/components/projects/ProjectCard.tsx
+++ b/src/components/projects/ProjectCard.tsx
@@ -1,3 +1,4 @@
+import { getRefinedStudioName } from "@/core/utils/projects";
 import { ProjectWithShots } from "@/pages/studio/[id]";
 import {
   Avatar,
@@ -68,7 +69,7 @@ const ProjectCard = ({
         <Flex width="100%">
           <Box flex="1">
             <Text fontSize="2xl" fontWeight="semibold">
-              Studio <b>{project.instanceName}</b>{" "}
+              Studio <b>{getRefinedStudioName(project)}</b>{" "}
               {isReady && (
                 <Badge colorScheme="teal">{project.credits} shots left</Badge>
               )}
diff --git a/src/components/projects/PromptPanel.tsx b/src/components/projects/PromptPanel.tsx
index 92a0ea6..035ad7f 100644
--- a/src/components/projects/PromptPanel.tsx
+++ b/src/components/projects/PromptPanel.tsx
@@ -1,5 +1,4 @@
 import BuyShotButton from "@/components/projects/shot/BuyShotButton";
-import { getRefinedInstanceClass } from "@/core/utils/predictions";
 import useProjectContext from "@/hooks/use-project-context";
 import {
   Box,
@@ -85,11 +84,7 @@ const PromptPanel = () => {
           focusBorderColor="gray.400"
           _focus={{ shadow: "md" }}
           mr={2}
-          placeholder={`a portrait of a ${
-            project.instanceName
-          } ${getRefinedInstanceClass(
-            project.instanceClass
-          )} as an astronaut, highly-detailed, trending on artstation`}
+          placeholder={`a portrait of a @me as an astronaut, highly-detailed, trending on artstation`}
         />
 
         <Button
@@ -139,12 +134,8 @@ const PromptPanel = () => {
         </HStack>
       ) : (
         <Text fontSize="md">
-          <Icon as={BsLightbulb} /> Use the keyword{" "}
-          <b>
-            {project.instanceName}{" "}
-            {getRefinedInstanceClass(project.instanceClass)}
-          </b>{" "}
-          as the subject in your prompt. Need prompt inspiration? Check{" "}
+          <Icon as={BsLightbulb} /> Use the keyword <b>@me</b> as the subject in
+          your prompt. Need prompt inspiration? Check{" "}
           <ChakraLink
             textDecoration="underline"
             isExternal
diff --git a/src/core/utils/predictions.ts b/src/core/utils/predictions.ts
index c9903be..5bf7267 100644
--- a/src/core/utils/predictions.ts
+++ b/src/core/utils/predictions.ts
@@ -1,21 +1,11 @@
+import { Project } from "@prisma/client";
+
 export const getRefinedInstanceClass = (instanceClass: string) => {
   return instanceClass === "man" || instanceClass === "woman"
     ? "person"
     : instanceClass;
 };
 
-export const getTrainCoefficient = (imagesCount: number) => {
-  if (imagesCount > 25) {
-    return 25;
-  }
-
-  if (imagesCount < 10) {
-    return 10;
-  }
-
-  return imagesCount;
-};
-
 export const extractSeedFromLogs = (logsContent: string) => {
   try {
     const logLines = logsContent.split("\n");
@@ -27,3 +17,12 @@ export const extractSeedFromLogs = (logsContent: string) => {
     return undefined;
   }
 };
+
+export const replacePromptToken = (prompt: string, project: Project) => {
+  const refinedPrompt = prompt.replaceAll(
+    "@me",
+    `${project.instanceName} ${getRefinedInstanceClass(project.instanceClass)}`
+  );
+
+  return refinedPrompt;
+};
diff --git a/src/core/utils/projects.ts b/src/core/utils/projects.ts
new file mode 100644
index 0000000..1739e1d
--- /dev/null
+++ b/src/core/utils/projects.ts
@@ -0,0 +1,11 @@
+import { Project } from "@prisma/client";
+
+export const getRefinedStudioName = (project: Project) => {
+  if (
+    project.instanceName === process.env.NEXT_PUBLIC_REPLICATE_INSTANCE_TOKEN
+  ) {
+    return project.name;
+  }
+
+  return project.instanceName;
+};
diff --git a/src/core/utils/prompts.ts b/src/core/utils/prompts.ts
new file mode 100644
index 0000000..670def2
--- /dev/null
+++ b/src/core/utils/prompts.ts
@@ -0,0 +1,7 @@
+export const getPrompts = (type: "viking", name: string) => {
+  const prompts = {
+    viking: `close up portrait of ${name} person as a viking, full visage, volumetric lighting, beautiful, golden hour, sharp focus, ultra detailed, cgsociety by leesha hannigan, ross tran, thierry doizon, kai carpenter, ignacio fernandez rios, noir photorealism, film`,
+  };
+
+  return prompts[type];
+};
diff --git a/src/pages/api/projects/[id]/predictions/index.ts b/src/pages/api/projects/[id]/predictions/index.ts
index aacf75e..f5f0f81 100644
--- a/src/pages/api/projects/[id]/predictions/index.ts
+++ b/src/pages/api/projects/[id]/predictions/index.ts
@@ -1,5 +1,6 @@
 import replicateClient from "@/core/clients/replicate";
 import db from "@/core/db";
+import { replacePromptToken } from "@/core/utils/predictions";
 import { NextApiRequest, NextApiResponse } from "next";
 import { getSession } from "next-auth/react";
 
@@ -26,7 +27,7 @@ const handler = async (req: NextApiRequest, res: NextApiResponse) => {
     `https://api.replicate.com/v1/predictions`,
     {
       input: {
-        prompt,
+        prompt: replacePromptToken(prompt, project),
         ...(seed && { seed }),
       },
       version: project.modelVersionId,
@@ -35,7 +36,7 @@ const handler = async (req: NextApiRequest, res: NextApiResponse) => {
 
   const shot = await db.shot.create({
     data: {
-      prompt: data.input.prompt,
+      prompt,
       replicateId: data.id,
       status: "starting",
       projectId: project.id,
diff --git a/src/pages/api/projects/[id]/train.ts b/src/pages/api/projects/[id]/train.ts
index 1f76332..056849e 100644
--- a/src/pages/api/projects/[id]/train.ts
+++ b/src/pages/api/projects/[id]/train.ts
@@ -2,10 +2,7 @@ import db from "@/core/db";
 import { NextApiRequest, NextApiResponse } from "next";
 import { getSession } from "next-auth/react";
 import replicateClient from "@/core/clients/replicate";
-import {
-  getRefinedInstanceClass,
-  getTrainCoefficient,
-} from "@/core/utils/predictions";
+import { getRefinedInstanceClass } from "@/core/utils/predictions";
 
 const handler = async (req: NextApiRequest, res: NextApiResponse) => {
   const projectId = req.query.id as string;
@@ -25,20 +22,17 @@ const handler = async (req: NextApiRequest, res: NextApiResponse) => {
   });
 
   const instanceClass = getRefinedInstanceClass(project.instanceClass);
-  const trainCoefficient = getTrainCoefficient(project.imageUrls.length);
 
   const responseReplicate = await replicateClient.post(
     "/v1/trainings",
     {
       input: {
-        instance_prompt: `a photo of a ${project.instanceName} ${instanceClass}`,
+        instance_prompt: `a photo of a ${process.env.INSTANCE_TOKEN} ${instanceClass}`,
         class_prompt: `a photo of a ${instanceClass}`,
         instance_data: `https://${process.env.S3_UPLOAD_BUCKET}.s3.amazonaws.com/${project.id}.zip`,
-        max_train_steps: trainCoefficient * 80,
-        num_class_images: trainCoefficient * 12,
-        lr_warmup_steps: Math.round((trainCoefficient * 80) / 10),
+        max_train_steps: Number(process.env.REPLICATE_MAX_TRAIN_STEPS),
+        num_class_images: 200,
         learning_rate: 1e-6,
-        lr_scheduler: "polynomial",
       },
       model: `${process.env.REPLICATE_USERNAME}/${project.name}`,
       webhook_completed: `${process.env.NEXTAUTH_URL}/api/webhooks/completed`,
diff --git a/src/pages/api/projects/index.ts b/src/pages/api/projects/index.ts
index cdafd0d..e14a420 100644
--- a/src/pages/api/projects/index.ts
+++ b/src/pages/api/projects/index.ts
@@ -1,12 +1,10 @@
 import { NextApiRequest, NextApiResponse } from "next";
 import { getSession } from "next-auth/react";
 import db from "@/core/db";
-import uniqid from "uniqid";
 import { createZipFolder } from "@/core/utils/assets";
 import s3Client from "@/core/clients/s3";
 import { PutObjectCommand } from "@aws-sdk/client-s3";
 import replicateClient from "@/core/clients/replicate";
-import urlSlug from "url-slug";
 
 const handler = async (req: NextApiRequest, res: NextApiResponse) => {
   const session = await getSession({ req });
@@ -17,17 +15,17 @@ const handler = async (req: NextApiRequest, res: NextApiResponse) => {
 
   if (req.method === "POST") {
     const urls = req.body.urls as string[];
-    const instanceName = req.body.instanceName as string;
+    const studioName = req.body.studioName as string;
     const instanceClass = req.body.instanceClass as string;
 
     const project = await db.project.create({
       data: {
         imageUrls: urls,
-        name: uniqid(),
+        name: studioName,
         userId: session.userId,
         modelStatus: "not_created",
         instanceClass: instanceClass || "person",
-        instanceName: urlSlug(instanceName, { separator: "" }),
+        instanceName: process.env.NEXT_PUBLIC_REPLICATE_INSTANCE_TOKEN!,
         credits: Number(process.env.NEXT_PUBLIC_STUDIO_SHOT_AMOUNT) || 50,
       },
     });
diff --git a/yarn.lock b/yarn.lock
index 2c00cb1..be09474 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -4976,11 +4976,6 @@ uri-js@^4.2.2:
   dependencies:
     punycode "^2.1.0"
 
-url-slug@^3.0.4:
-  version "3.0.4"
-  resolved "https://registry.yarnpkg.com/url-slug/-/url-slug-3.0.4.tgz#3278b556666389cd88d9210a12e7577dafac6d57"
-  integrity sha512-C880WJTo68O4J59i+w9Yp4P0iDUrMeCAVwNvHAYjSc59XsO4pkPfe8bsEHEyZrEfWWy8BDyxMQi6BPVHp/GEbg==
-
 use-callback-ref@^1.3.0:
   version "1.3.0"
   resolved "https://registry.yarnpkg.com/use-callback-ref/-/use-callback-ref-1.3.0.tgz#772199899b9c9a50526fedc4993fc7fa1f7e32d5"