Spaces:
Running
on
Zero
Running
on
Zero
Update app.py
Browse files
app.py
CHANGED
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@@ -1,6 +1,7 @@
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import os
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import torch
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from transformers import AutoTokenizer, AutoModelForCausalLM
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import gradio as gr
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from threading import Thread
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@@ -32,6 +33,7 @@ tokenizer = AutoTokenizer.from_pretrained(MODEL, trust_remote_code=True)
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model = AutoModelForCausalLM.from_pretrained(MODEL, torch_dtype=torch.bfloat16, trust_remote_code=True, device_map="auto")
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model = model.eval()
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def stream_chat(
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message: str,
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history: list,
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@@ -44,12 +46,10 @@ def stream_chat(
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print(f'message: {message}')
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print(f'history: {history}')
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# Prepare the conversation history
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chat_history = []
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for prompt, answer in history:
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chat_history.append((prompt, answer))
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# Generate the response
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for response, _ in model.stream_chat(
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tokenizer,
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message,
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@@ -70,11 +70,12 @@ with gr.Blocks(css=CSS, theme="soft") as demo:
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fn=stream_chat,
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chatbot=chatbot,
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fill_height=True,
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additional_inputs_accordion=gr.Accordion(label="⚙️ Parameters", open=False),
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additional_inputs=[
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gr.Textbox(
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value="You are a helpful assistant capable of generating long-form content.",
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label="System Prompt",
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),
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gr.Slider(
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minimum=0,
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@@ -82,6 +83,7 @@ with gr.Blocks(css=CSS, theme="soft") as demo:
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step=0.1,
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value=0.5,
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label="Temperature",
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),
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gr.Slider(
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minimum=1024,
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@@ -89,6 +91,7 @@ with gr.Blocks(css=CSS, theme="soft") as demo:
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step=1024,
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value=32768,
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label="Max new tokens",
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),
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gr.Slider(
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minimum=0.0,
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@@ -96,6 +99,7 @@ with gr.Blocks(css=CSS, theme="soft") as demo:
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step=0.1,
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value=1.0,
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label="Top p",
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),
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gr.Slider(
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minimum=1,
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@@ -103,6 +107,7 @@ with gr.Blocks(css=CSS, theme="soft") as demo:
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step=1,
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value=50,
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label="Top k",
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),
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],
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examples=[
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import spaces
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import os
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import torch
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from transformers import AutoTokenizer, AutoModelForCausalLM, TextIteratorStreamer
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import gradio as gr
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from threading import Thread
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model = AutoModelForCausalLM.from_pretrained(MODEL, torch_dtype=torch.bfloat16, trust_remote_code=True, device_map="auto")
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model = model.eval()
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@spaces.GPU
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def stream_chat(
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message: str,
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history: list,
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print(f'message: {message}')
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print(f'history: {history}')
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chat_history = []
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for prompt, answer in history:
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chat_history.append((prompt, answer))
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for response, _ in model.stream_chat(
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tokenizer,
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message,
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fn=stream_chat,
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chatbot=chatbot,
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fill_height=True,
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additional_inputs_accordion=gr.Accordion(label="⚙️ Parameters", open=False, render=False),
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additional_inputs=[
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gr.Textbox(
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value="You are a helpful assistant capable of generating long-form content.",
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label="System Prompt",
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render=False,
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),
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gr.Slider(
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minimum=0,
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step=0.1,
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value=0.5,
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label="Temperature",
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render=False,
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),
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gr.Slider(
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minimum=1024,
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step=1024,
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value=32768,
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label="Max new tokens",
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render=False,
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),
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gr.Slider(
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minimum=0.0,
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step=0.1,
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value=1.0,
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label="Top p",
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render=False,
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),
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gr.Slider(
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minimum=1,
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step=1,
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value=50,
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label="Top k",
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render=False,
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),
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],
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examples=[
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