Spaces:
Running
on
Zero
Running
on
Zero
Update app.py
Browse files
app.py
CHANGED
@@ -1,16 +1,17 @@
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import os
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from collections.abc import Iterator
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from threading import Thread
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import gradio as gr
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import spaces
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import torch
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from transformers import AutoModelForCausalLM, AutoTokenizer, TextIteratorStreamer
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DESCRIPTION = """
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# QwQ Tiny
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"""
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css ='''
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h1 {
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text-align: center;
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display: block;
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@@ -39,6 +40,12 @@ model = AutoModelForCausalLM.from_pretrained(
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model.eval()
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@spaces.GPU
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def generate(
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@@ -50,6 +57,21 @@ def generate(
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top_k: int = 50,
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repetition_penalty: float = 1.2,
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) -> Iterator[str]:
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conversation = [*chat_history, {"role": "user", "content": message}]
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input_ids = tokenizer.apply_chat_template(conversation, add_generation_prompt=True, return_tensors="pt")
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@@ -78,7 +100,6 @@ def generate(
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outputs.append(text)
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yield "".join(outputs)
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demo = gr.ChatInterface(
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fn=generate,
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additional_inputs=[
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@@ -124,6 +145,8 @@ demo = gr.ChatInterface(
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["Write a Python function to check if a number is prime. "],
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["What causes rainbows to form?"],
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["Rewrite the following sentence in passive voice: 'The dog chased the cat.'"],
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],
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cache_examples=False,
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type="messages",
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@@ -132,6 +155,5 @@ demo = gr.ChatInterface(
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fill_height=True,
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)
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if __name__ == "__main__":
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demo.queue(max_size=20).launch()
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import os
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from collections.abc import Iterator
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from threading import Thread
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import ai_gradio
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import gradio as gr
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import spaces
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import torch
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from transformers import AutoModelForCausalLM, AutoTokenizer, TextIteratorStreamer
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DESCRIPTION = """
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# QwQ Tiny & Kokoro Chatbot
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"""
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css = '''
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h1 {
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text-align: center;
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display: block;
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)
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model.eval()
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# Load Kokoro chatbot
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kokoro_demo = gr.load(
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name='onnx-community:kokoro-v1_0',
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src='ai_gradio.registry',
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)
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kokoro_demo.fn = spaces.GPU()(kokoro_demo.fn)
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@spaces.GPU
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def generate(
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top_k: int = 50,
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repetition_penalty: float = 1.2,
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) -> Iterator[str]:
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# Check for tags in the message
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if "@voice" in message:
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# Remove the tag from the message
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message = message.replace("@voice", "").strip()
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# Use Kokoro for voice
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yield kokoro_demo.fn(message)
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elif "@text" in message:
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# Remove the tag from the message
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message = message.replace("@text", "").strip()
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# Fall through to text generation
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else:
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# Default to text generation if no tag is specified
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pass
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# Text generation logic (QwQ Tiny)
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conversation = [*chat_history, {"role": "user", "content": message}]
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input_ids = tokenizer.apply_chat_template(conversation, add_generation_prompt=True, return_tensors="pt")
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outputs.append(text)
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yield "".join(outputs)
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demo = gr.ChatInterface(
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fn=generate,
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additional_inputs=[
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["Write a Python function to check if a number is prime. "],
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["What causes rainbows to form?"],
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["Rewrite the following sentence in passive voice: 'The dog chased the cat.'"],
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["@voice Hello, how are you today?"],
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["@text Explain the theory of relativity."],
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],
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cache_examples=False,
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type="messages",
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fill_height=True,
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)
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if __name__ == "__main__":
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demo.queue(max_size=20).launch()
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