diff --git a/backend/fine_tune.py b/backend/fine_tune.py
new file mode 100644
index 0000000..0ed5a12
--- /dev/null
+++ b/backend/fine_tune.py
@@ -0,0 +1,15 @@
+import sys
+import time
+import json
+
+
+def main():
+    config = sys.argv[1] if len(sys.argv) > 1 else "{}"
+    for i in range(1, 6):
+        payload = {"step": i, "message": f"Step {i} completed"}
+        print(json.dumps(payload), flush=True)
+        time.sleep(1)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/src-tauri/src/main.rs b/src-tauri/src/main.rs
index ae43927..cde32c6 100644
--- a/src-tauri/src/main.rs
+++ b/src-tauri/src/main.rs
@@ -4,6 +4,8 @@ use std::{
     sync::{Arc, Mutex},
     thread,
     time::Duration,
+    process::{Command, Stdio},
+    io::{BufRead, BufReader},
 };
 
 use arboard::Clipboard;
@@ -103,6 +105,30 @@ fn get_terminal_history() -> Result<Vec<String>, String> {
     Err("History file not found".into())
 }
 
+#[tauri::command]
+fn start_fine_tune(app: AppHandle, config: String) -> Result<(), String> {
+    thread::spawn(move || {
+        let mut child = Command::new("python3")
+            .arg("backend/fine_tune.py")
+            .arg(&config)
+            .stdout(Stdio::piped())
+            .spawn()
+            .expect("failed to start python");
+
+        if let Some(stdout) = child.stdout.take() {
+            let reader = BufReader::new(stdout);
+            for line in reader.lines() {
+                if let Ok(line) = line {
+                    let _ = app.emit_all("training_progress", line.clone());
+                }
+            }
+        }
+
+        let _ = child.wait();
+    });
+    Ok(())
+}
+
 // ---------- main ------------------------------------------------------------
 
 fn main() {
@@ -214,7 +240,8 @@ fn main() {
             get_saved,
             add_saved,
             remove_saved,
-            get_terminal_history
+            get_terminal_history,
+            start_fine_tune
         ])
         .run(tauri::generate_context!())
         .expect("Ошибка при запуске приложения");
diff --git a/src/routes/+page.svelte b/src/routes/+page.svelte
index e392d88..92e80b3 100644
--- a/src/routes/+page.svelte
+++ b/src/routes/+page.svelte
@@ -10,6 +10,7 @@
   let savedItems: string[] = [];
   let savedInput = '';
   let terminalItems: string[] = [];
+  let trainingLogs: string[] = [];
 
   const texts = {
     en: {
@@ -103,6 +104,14 @@
     }
   }
 
+  async function startFineTune() {
+    try {
+      await invoke('start_fine_tune', { config: 'default' });
+    } catch (error) {
+      console.error('Failed to start training:', error);
+    }
+  }
+
   // Обработчик изменения поискового запроса
   function handleSearchInput() {
     filterItems();
@@ -123,6 +132,10 @@
     }).then(unsubscribe => {
       cleanup = unsubscribe;
     });
+
+    listen('training_progress', (event) => {
+      trainingLogs = [...trainingLogs, String(event.payload)];
+    });
     
     // Возвращаем функцию очистки
     return () => cleanup && cleanup();
@@ -213,6 +226,17 @@
         {/if}
       </div>
     </div>
+    <div class="training-section">
+      <h1>Training Logs</h1>
+      <button on:click={startFineTune}>Start Training</button>
+      <div class="training-container">
+        <ul>
+          {#each trainingLogs as log}
+            <li>{log}</li>
+          {/each}
+        </ul>
+      </div>
+    </div>
   </div>
 </main>
 
@@ -313,6 +337,20 @@
     padding: 0.5rem;
   }
 
+  .training-section {
+    flex: 1 1 100%;
+    margin-top: 1rem;
+  }
+
+  .training-container {
+    margin-top: 0.5rem;
+    max-height: 40vh;
+    overflow-y: auto;
+    border: 1px solid #ddd;
+    border-radius: 4px;
+    padding: 0.5rem;
+  }
+
   .add-container {
     display: flex;
     gap: 0.5rem;