Delete app.py
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app.py
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import os
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import re
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import gradio as gr
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import edge_tts
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import asyncio
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import time
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import tempfile
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from huggingface_hub import InferenceClient
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class JarvisModels:
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def __init__(self):
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self.client1 = InferenceClient("mistralai/Mixtral-8x7B-Instruct-v0.1")
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self.client2 = InferenceClient("meta-llama/Meta-Llama-3-70B-Instruct")
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self.client3 = InferenceClient("meta-llama/Meta-Llama-3-70B-Instruct")
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async def generate_model1(self, prompt):
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generate_kwargs = dict(
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temperature=0.6,
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max_new_tokens=256,
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top_p=0.95,
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repetition_penalty=1,
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do_sample=True,
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seed=42,
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)
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formatted_prompt = system_instructions1 + prompt + "[JARVIS]"
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stream = self.client1.text_generation(
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formatted_prompt, **generate_kwargs, stream=True, details=True, return_full_text=True)
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output = ""
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for response in stream:
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output += response.token.text
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communicate = edge_tts.Communicate(output)
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with tempfile.NamedTemporaryFile(delete=False, suffix=".wav") as tmp_file:
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tmp_path = tmp_file.name
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await communicate.save(tmp_path)
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yield tmp_path
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async def generate_model2(self, prompt):
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generate_kwargs = dict(
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temperature=0.6,
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max_new_tokens=512,
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top_p=0.95,
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repetition_penalty=1,
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do_sample=True,
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)
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formatted_prompt = system_instructions2 + prompt + "[ASSISTANT]"
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stream = self.client2.text_generation(
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formatted_prompt, **generate_kwargs, stream=True, details=True, return_full_text=True)
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output = ""
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for response in stream:
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output += response.token.text
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communicate = edge_tts.Communicate(output)
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with tempfile.NamedTemporaryFile(delete=False, suffix=".wav") as tmp_file:
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tmp_path = tmp_file.name
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await communicate.save(tmp_path)
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yield tmp_path
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async def generate_model3(self, prompt):
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generate_kwargs = dict(
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temperature=0.6,
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max_new_tokens=2048,
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top_p=0.95,
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repetition_penalty=1,
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do_sample=True,
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)
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formatted_prompt = system_instructions3 + prompt + "[ASSISTANT]"
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stream = self.client3.text_generation(
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formatted_prompt, **generate_kwargs, stream=True, details=True, return_full_text=True)
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output = ""
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for response in stream:
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output += response.token.text
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communicate = edge_tts.Communicate(output)
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with tempfile.NamedTemporaryFile(delete=False, suffix=".wav") as tmp_file:
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tmp_path = tmp_file.name
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await communicate.save(tmp_path)
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yield tmp_path
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class JarvisApp:
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def __init__(self):
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self.models = JarvisModels()
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def launch_app(self):
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with gr.Blocks(css="style.css") as demo:
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gr.Markdown(DESCRIPTION)
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with gr.Row():
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user_input = gr.Textbox(label="Prompt", value="What is Wikipedia")
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input_text = gr.Textbox(label="Input Text", elem_id="important")
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output_audio = gr.Audio(label="JARVIS", type="filepath",
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interactive=False,
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autoplay=True,
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elem_classes="audio")
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with gr.Row():
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translate_btn = gr.Button("Response")
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translate_btn.click(fn=self.models.generate_model1, inputs=user_input,
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outputs=output_audio, api_name="translate")
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gr.Markdown(MORE)
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if __name__ == "__main__":
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demo.queue(max_size=200).launch()
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if __name__ == "__main__":
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app = JarvisApp()
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app.launch_app()
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