diff --git a/installer/client/gui/index.html b/installer/client/gui/index.html
index d84095f..9c539e7 100644
--- a/installer/client/gui/index.html
+++ b/installer/client/gui/index.html
@@ -39,6 +39,12 @@
       <button id="createPattern" class="btn btn-outline-success my-2 my-sm-0">
         Create Pattern
       </button>
+      <button
+        id="fineTuningButton"
+        class="btn btn-outline-success my-2 my-sm-0"
+      >
+        Fine Tuning
+      </button>
       <div class="collapse navbar-collapse" id="navbarCollapse"></div>
       <div class="m1-auto">
         <a class="navbar-brand" id="themeChanger" href="#">Dark</a>
@@ -91,6 +97,56 @@
         />
         <button id="saveApiKey" class="btn btn-primary">Save API Key</button>
       </div>
+      <div id="fineTuningSection" class="container hidden">
+        <div>
+          <label for="temperatureSlider">Temperature:</label>
+          <input
+            type="range"
+            id="temperatureSlider"
+            min="0"
+            max="2"
+            step="0.1"
+            value="0"
+          />
+          <span id="temperatureValue">0</span>
+        </div>
+        <div>
+          <label for="topPSlider">Top_p:</label>
+          <input
+            type="range"
+            id="topPSlider"
+            min="0"
+            max="2"
+            step="0.1"
+            value="1"
+          />
+          <span id="topPValue">1</span>
+        </div>
+        <div>
+          <label for="frequencyPenaltySlider">Frequency Penalty:</label>
+          <input
+            type="range"
+            id="frequencyPenaltySlider"
+            min="0"
+            max="2"
+            step="0.1"
+            value="0.1"
+          />
+          <span id="frequencyPenaltyValue">0.1</span>
+        </div>
+        <div>
+          <label for="presencePenaltySlider">Presence Penalty:</label>
+          <input
+            type="range"
+            id="presencePenaltySlider"
+            min="0"
+            max="2"
+            step="0.1"
+            value="0.1"
+          />
+          <span id="presencePenaltyValue">0.1</span>
+        </div>
+      </div>
       <div class="container hidden" id="responseContainer"></div>
     </main>
     <script src="static/js/jquery-3.0.0.slim.min.js"></script>
diff --git a/installer/client/gui/main.js b/installer/client/gui/main.js
index ae93eee..0d14c33 100644
--- a/installer/client/gui/main.js
+++ b/installer/client/gui/main.js
@@ -286,7 +286,16 @@ async function getPatternContent(patternName) {
   }
 }
 
-async function ollamaMessage(system, user, model, event) {
+async function ollamaMessage(
+  system,
+  user,
+  model,
+  temperature,
+  topP,
+  frequencyPenalty,
+  presencePenalty,
+  event
+) {
   ollama = new Ollama.Ollama();
   const userMessage = {
     role: "user",
@@ -296,6 +305,10 @@ async function ollamaMessage(system, user, model, event) {
   const response = await ollama.chat({
     model: model,
     messages: [systemMessage, userMessage],
+    temperature: temperature,
+    top_p: topP,
+    frequency_penalty: frequencyPenalty,
+    presence_penalty: presencePenalty,
     stream: true,
   });
   let responseMessage = "";
@@ -309,13 +322,26 @@ async function ollamaMessage(system, user, model, event) {
   }
 }
 
-async function openaiMessage(system, user, model, event) {
+async function openaiMessage(
+  system,
+  user,
+  model,
+  temperature,
+  topP,
+  frequencyPenalty,
+  presencePenalty,
+  event
+) {
   const userMessage = { role: "user", content: user };
   const systemMessage = { role: "system", content: system };
   const stream = await openai.chat.completions.create(
     {
       model: model,
       messages: [systemMessage, userMessage],
+      temperature: temperature,
+      top_p: topP,
+      frequency_penalty: frequencyPenalty,
+      presence_penalty: presencePenalty,
       stream: true,
     },
     { responseType: "stream" }
@@ -334,7 +360,7 @@ async function openaiMessage(system, user, model, event) {
   event.reply("model-response-end", responseMessage);
 }
 
-async function claudeMessage(system, user, model, event) {
+async function claudeMessage(system, user, model, temperature, topP, event) {
   if (!claude) {
     event.reply(
       "model-response-error",
@@ -351,8 +377,8 @@ async function claudeMessage(system, user, model, event) {
     max_tokens: 4096,
     messages: [userMessage],
     stream: true,
-    temperature: 0.0,
-    top_p: 1.0,
+    temperature: temperature,
+    top_p: topP,
   });
   let responseMessage = "";
   for await (const chunk of response) {
@@ -409,32 +435,62 @@ function createWindow() {
   });
 }
 
-ipcMain.on("start-query", async (event, system, user, model) => {
-  if (system == null || user == null || model == null) {
-    console.error("Received null for system, user message, or model");
-    event.reply(
-      "model-response-error",
-      "Error: System, user message, or model is null."
-    );
-    return;
-  }
-
-  try {
-    const _gptModels = allModels.gptModels.map((model) => model.id);
-    if (allModels.claudeModels.includes(model)) {
-      await claudeMessage(system, user, model, event);
-    } else if (_gptModels.includes(model)) {
-      await openaiMessage(system, user, model, event);
-    } else if (allModels.ollamaModels.includes(model)) {
-      await ollamaMessage(system, user, model, event);
-    } else {
-      event.reply("model-response-error", "Unsupported model: " + model);
+ipcMain.on(
+  "start-query",
+  async (
+    event,
+    system,
+    user,
+    model,
+    temperature,
+    topP,
+    frequencyPenalty,
+    presencePenalty
+  ) => {
+    if (system == null || user == null || model == null) {
+      console.error("Received null for system, user message, or model");
+      event.reply(
+        "model-response-error",
+        "Error: System, user message, or model is null."
+      );
+      return;
+    }
+
+    try {
+      const _gptModels = allModels.gptModels.map((model) => model.id);
+      if (allModels.claudeModels.includes(model)) {
+        await claudeMessage(system, user, model, temperature, topP, event);
+      } else if (_gptModels.includes(model)) {
+        await openaiMessage(
+          system,
+          user,
+          model,
+          temperature,
+          topP,
+          frequencyPenalty,
+          presencePenalty,
+          event
+        );
+      } else if (allModels.ollamaModels.includes(model)) {
+        await ollamaMessage(
+          system,
+          user,
+          model,
+          temperature,
+          topP,
+          frequencyPenalty,
+          presencePenalty,
+          event
+        );
+      } else {
+        event.reply("model-response-error", "Unsupported model: " + model);
+      }
+    } catch (error) {
+      console.error("Error querying model:", error);
+      event.reply("model-response-error", "Error querying model.");
     }
-  } catch (error) {
-    console.error("Error querying model:", error);
-    event.reply("model-response-error", "Error querying model.");
   }
-});
+);
 
 ipcMain.handle("create-pattern", async (event, patternName, patternContent) => {
   try {
diff --git a/installer/client/gui/static/js/index.js b/installer/client/gui/static/js/index.js
index dc7218b..e66a7e6 100644
--- a/installer/client/gui/static/js/index.js
+++ b/installer/client/gui/static/js/index.js
@@ -14,6 +14,22 @@ document.addEventListener("DOMContentLoaded", async function () {
   const updatePatternButton = document.getElementById("createPattern");
   const patternCreator = document.getElementById("patternCreator");
   const submitPatternButton = document.getElementById("submitPattern");
+  const fineTuningButton = document.getElementById("fineTuningButton");
+  const fineTuningSection = document.getElementById("fineTuningSection");
+  const temperatureSlider = document.getElementById("temperatureSlider");
+  const temperatureValue = document.getElementById("temperatureValue");
+  const topPSlider = document.getElementById("topPSlider");
+  const topPValue = document.getElementById("topPValue");
+  const frequencyPenaltySlider = document.getElementById(
+    "frequencyPenaltySlider"
+  );
+  const frequencyPenaltyValue = document.getElementById(
+    "frequencyPenaltyValue"
+  );
+  const presencePenaltySlider = document.getElementById(
+    "presencePenaltySlider"
+  );
+  const presencePenaltyValue = document.getElementById("presencePenaltyValue");
   const myForm = document.getElementById("my-form");
   const copyButton = document.createElement("button");
 
@@ -55,6 +71,10 @@ document.addEventListener("DOMContentLoaded", async function () {
   }
 
   async function submitQuery(userInputValue) {
+    const temperature = parseFloat(temperatureSlider.value);
+    const topP = parseFloat(topPSlider.value);
+    const frequencyPenalty = parseFloat(frequencyPenaltySlider.value);
+    const presencePenalty = parseFloat(presencePenaltySlider.value);
     userInput.value = ""; // Clear the input after submitting
     const systemCommand = await window.electronAPI.invoke(
       "get-pattern-content",
@@ -70,7 +90,11 @@ document.addEventListener("DOMContentLoaded", async function () {
       "start-query",
       systemCommand,
       userInputValue,
-      selectedModel
+      selectedModel,
+      temperature,
+      topP,
+      frequencyPenalty,
+      presencePenalty
     );
   }
 
@@ -222,6 +246,27 @@ document.addEventListener("DOMContentLoaded", async function () {
     submitQuery(userInputValue);
   });
 
+  fineTuningButton.addEventListener("click", function (e) {
+    e.preventDefault();
+    fineTuningSection.classList.toggle("hidden");
+  });
+
+  temperatureSlider.addEventListener("input", function () {
+    temperatureValue.textContent = this.value;
+  });
+
+  topPSlider.addEventListener("input", function () {
+    topPValue.textContent = this.value;
+  });
+
+  frequencyPenaltySlider.addEventListener("input", function () {
+    frequencyPenaltyValue.textContent = this.value;
+  });
+
+  presencePenaltySlider.addEventListener("input", function () {
+    presencePenaltyValue.textContent = this.value;
+  });
+
   submitPatternButton.addEventListener("click", async () => {
     const patternName = document.getElementById("patternName").value;
     const patternText = document.getElementById("patternBody").value;