79 lines
2.7 KiB
Python
79 lines
2.7 KiB
Python
import gradio as gr
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from typing import Optional
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from transformers.utils.versions import require_version
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from llmtuner.webui.components import (
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create_top,
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create_train_tab,
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create_eval_tab,
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create_infer_tab,
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create_export_tab,
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create_chat_box
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)
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from llmtuner.webui.common import save_config
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from llmtuner.webui.css import CSS
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from llmtuner.webui.engine import Engine
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require_version("gradio>=3.38.0,<4.0.0", "To fix: pip install \"gradio>=3.38.0,<4.0.0\"")
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def create_ui(demo_mode: Optional[bool] = False) -> gr.Blocks:
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engine = Engine(demo_mode=demo_mode, pure_chat=False)
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with gr.Blocks(title="LLaMA Board", css=CSS) as demo:
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if demo_mode:
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gr.HTML(
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"<h1><center>LLaMA Board: A One-stop Web UI for Getting Started with LLaMA Factory</center></h1>"
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)
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gr.HTML(
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"<h3><center>Visit <a href=\"https://github.com/hiyouga/LLaMA-Factory\" target=\"_blank\">"
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"LLaMA Factory</a> for details.</center></h3>"
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)
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gr.DuplicateButton(value="Duplicate Space for private use", elem_classes="duplicate-button")
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engine.manager.all_elems["top"] = create_top()
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lang: "gr.Dropdown" = engine.manager.get_elem_by_name("top.lang")
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with gr.Tab("Train"):
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engine.manager.all_elems["train"] = create_train_tab(engine)
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with gr.Tab("Evaluate & Predict"):
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engine.manager.all_elems["eval"] = create_eval_tab(engine)
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with gr.Tab("Chat"):
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engine.manager.all_elems["infer"] = create_infer_tab(engine)
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if not demo_mode:
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with gr.Tab("Export"):
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engine.manager.all_elems["export"] = create_export_tab(engine)
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demo.load(engine.resume, outputs=engine.manager.list_elems())
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lang.change(engine.change_lang, [lang], engine.manager.list_elems(), queue=False)
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lang.input(save_config, inputs=[lang], queue=False)
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return demo
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def create_web_demo() -> gr.Blocks:
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engine = Engine(pure_chat=True)
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with gr.Blocks(title="Web Demo", css=CSS) as demo:
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lang = gr.Dropdown(choices=["en", "zh"])
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engine.manager.all_elems["top"] = dict(lang=lang)
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chat_box, _, _, chat_elems = create_chat_box(engine, visible=True)
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engine.manager.all_elems["infer"] = dict(chat_box=chat_box, **chat_elems)
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demo.load(engine.resume, outputs=engine.manager.list_elems())
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lang.change(engine.change_lang, [lang], engine.manager.list_elems(), queue=False)
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lang.input(save_config, inputs=[lang], queue=False)
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return demo
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if __name__ == "__main__":
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demo = create_ui()
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demo.queue()
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demo.launch(server_name="0.0.0.0", server_port=7860, share=False, inbrowser=True)
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