Create app.py

app.py

@@ -0,0 +1,71 @@
+from huggingface_hub import InferenceClient
+import gradio as gr
+import random
+import prompts
+client = InferenceClient("mistralai/Mixtral-8x7B-Instruct-v0.1")
+
+def format_prompt(message, history):
+
+  prompt = "<s>"
+  for user_prompt, bot_response in history:
+    print (bot_response)
+    prompt += f"[INST] {user_prompt} [/INST]"
+    prompt += f" {bot_response}</s> "
+  prompt += f"[INST] {message} [/INST]"
+  return prompt
+
+def generate(prompt,history,max_new_tokens,seed):
+    #seed = random.randint(1,9999999999999)
+    print(seed)
+    system_prompt = prompts.SONG_WRITER.format(history=history)
+    generate_kwargs = dict(
+        temperature=0.9,
+        max_new_tokens=max_new_tokens,
+        top_p=0.95,
+        repetition_penalty=1.0,
+        do_sample=True,
+        seed=seed,
+    )
+
+    formatted_prompt = format_prompt(f"{system_prompt}, {prompt}", history)
+    stream = client.text_generation(formatted_prompt, **generate_kwargs, stream=True, details=True, return_full_text=False)
+    output = ""
+
+    for response in stream:
+        output += response.token.text
+        yield output
+
+additional_inputs = [        
+    gr.Slider(
+        label="Max new tokens",
+        value=4096,
+        minimum=10,
+        maximum=1048*10,
+        step=64,
+        interactive=True,
+        info="The maximum numbers of words the chatbot will return",
+    ),
+    
+    gr.Slider(
+        label="Seed",
+        value=random.randint(1,9999999999999999),
+        minimum=0,
+        maximum=9999999999999999,
+        step=64,
+        interactive=True,
+        info="Each seed produces a different output to a single prompt",
+    ),
+]
+examples=[["Write a heavy metal rock song about horses (1000 words)"],
+          ["Write a really long song about an elephant love story.  The elephants have been together for a long time. (3000 words)"],
+          ["Write a slammin rap song about about a gangster fising trip."],
+          ["Use the same lyrics as above, but add more words to each verse"],
+         ]
+gr.ChatInterface(
+    fn=generate,
+    chatbot=gr.Chatbot(show_label=False, show_share_button=False, show_copy_button=True, layout="panel"),
+    title="Song Writer",
+    additional_inputs=additional_inputs,
+    examples=examples,
+    concurrency_limit=20,
+).launch(show_api=False)