diff --git a/lollms_core b/lollms_core
index dcd80a12..16d535ab 160000
--- a/lollms_core
+++ b/lollms_core
@@ -1 +1 @@
-Subproject commit dcd80a126c6232c3a9ed82b5c877200999308ebc
+Subproject commit 16d535ab8f751dcc0bcb11fc63f9b73787199dce
diff --git a/tests_and_fun/rap_god.py b/tests_and_fun/rap_god.py
new file mode 100644
index 00000000..f14ef5df
--- /dev/null
+++ b/tests_and_fun/rap_god.py
@@ -0,0 +1,78 @@
+import tkinter as tk
+import customtkinter as ctk
+import os 
+import torch
+import torchaudio 
+from transformers import AutoModelForCausalLM, AutoTokenizer
+from tortoise.api import TextToSpeech
+from tortoise.utils.audio import load_voice 
+import vlc 
+from tkVideoPlayer import TkinterVideo
+
+# Setup the app 
+app = tk.Tk()
+app.geometry("600x550")
+app.title("Rap God v2.0")
+ctk.set_appearance_mode("dark") 
+
+promptFrame = tk.Frame()
+promptFrame.pack(padx=10, pady=10)
+buttonFrame = tk.Frame()
+buttonFrame.pack()
+
+prompt = ctk.CTkEntry(promptFrame, height=40, width=300,  text_color="black", fg_color="white")
+prompt.pack(side='left', padx=10)
+lyrics = ctk.CTkEntry(None,height=240, width=500,  text_color="black", fg_color="white")
+lyrics.pack()
+
+def generateText(): 
+    model = AutoModelForCausalLM.from_pretrained('stormzy').to("cuda")
+    tokenizer = AutoTokenizer.from_pretrained('distilgpt2', use_fast=True) 
+    tokens = tokenizer.encode(prompt.get(), return_tensors='pt') 
+    tokens = tokens.to("cuda")
+    attn_mask = torch.ones_like(tokens) 
+    out = model.generate(tokens, attention_mask=attn_mask, num_beams=5, early_stopping=True, max_length=200, no_repeat_ngram_size=2)
+    rap = tokenizer.decode(out[0])
+    lyrics.delete(0, tk.END)
+    lyrics.insert(0, rap)
+
+def generateAudio(): 
+    voice_samples, conditioning_latents = load_voice('stormzy', extra_voice_dirs=['stormzy_samples']) 
+    tts = TextToSpeech()
+    gen = tts.tts_with_preset(lyrics.get(), voice_samples=voice_samples, conditioning_latents=conditioning_latents, preset='ultra_fast') 
+    torchaudio.save('generated.wav', gen.squeeze(0).cpu(), 24000) 
+
+def playAudio(): 
+    if os.path.exists('generated.wav'): 
+        p = vlc.MediaPlayer('file:///generated.wav') 
+        p.play()
+    
+videoplayer = TkinterVideo(master=app, scaled=True, keep_aspect=True)    
+def generateVideo(): 
+    os.system("xcopy /y generated.wav .\MakeItTalk\examples")
+    os.system("cd MakeItTalk & python generate.py") 
+
+    if os.path.exists('generated.wav'): 
+        p = vlc.MediaPlayer('file:///generated.wav') 
+        p.play()
+        
+    videoplayer.load("MakeItTalk\examples\stormzy_pred_fls_generated_audio_embed.mp4")
+    videoplayer.pack(fill="both", expand=True) 
+    videoplayer.play()
+    
+
+
+
+    
+
+genTextButton =ctk.CTkButton(promptFrame, height=40, width=120,  text_color="black", text="Generate", command=generateText)
+genTextButton.pack(side='right')
+genAudioButton  =ctk.CTkButton(buttonFrame, height=40, width=120,  text_color="black", text="Syn Audio", command=generateAudio)
+genAudioButton.pack(side='left', padx=10)
+playAudioButton =ctk.CTkButton(buttonFrame, height=40, width=120,  text_color="black", text="Play Rap", command=playAudio)
+playAudioButton.pack(side='left', padx=10)
+genVideoButton =ctk.CTkButton(buttonFrame, height=40, width=120,  text_color="black", text="Syn Video", command=generateVideo)
+genVideoButton.pack(side='left', padx=10)
+
+# Run the app 
+app.mainloop()
\ No newline at end of file