release v0.1.0
Former-commit-id: 63c8d3a17cb18f0d8a8e37bfa147daf5bdd28ea9
This commit is contained in:
54
src/llmtuner/webui/interface.py
Normal file
54
src/llmtuner/webui/interface.py
Normal file
@@ -0,0 +1,54 @@
|
||||
import gradio as gr
|
||||
from transformers.utils.versions import require_version
|
||||
|
||||
from llmtuner.webui.components import (
|
||||
create_top,
|
||||
create_sft_tab,
|
||||
create_eval_tab,
|
||||
create_infer_tab
|
||||
)
|
||||
from llmtuner.webui.css import CSS
|
||||
from llmtuner.webui.manager import Manager
|
||||
from llmtuner.webui.runner import Runner
|
||||
|
||||
|
||||
require_version("gradio>=3.36.0", "To fix: pip install gradio>=3.36.0")
|
||||
|
||||
|
||||
def create_ui() -> gr.Blocks:
|
||||
runner = Runner()
|
||||
|
||||
with gr.Blocks(title="Web Tuner", css=CSS) as demo:
|
||||
top_elems = create_top()
|
||||
|
||||
with gr.Tab("SFT"):
|
||||
sft_elems = create_sft_tab(top_elems, runner)
|
||||
|
||||
with gr.Tab("Evaluate"):
|
||||
eval_elems = create_eval_tab(top_elems, runner)
|
||||
|
||||
with gr.Tab("Inference"):
|
||||
infer_elems = create_infer_tab(top_elems)
|
||||
|
||||
elem_list = [top_elems, sft_elems, eval_elems, infer_elems]
|
||||
manager = Manager(elem_list)
|
||||
|
||||
demo.load(
|
||||
manager.gen_label,
|
||||
[top_elems["lang"]],
|
||||
[elem for elems in elem_list for elem in elems.values()],
|
||||
)
|
||||
|
||||
top_elems["lang"].change(
|
||||
manager.gen_label,
|
||||
[top_elems["lang"]],
|
||||
[elem for elems in elem_list for elem in elems.values()],
|
||||
)
|
||||
|
||||
return demo
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
demo = create_ui()
|
||||
demo.queue()
|
||||
demo.launch(server_name="0.0.0.0", share=False, inbrowser=True)
|
||||
Reference in New Issue
Block a user