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import fn
import gradio as gr
import models
def fn_chat(instruction, input, model, dtype, is_messages, template, max_new_tokens, temperature, top_p, top_k, repetition_penalty):
args = {
'instruction': instruction,
'input': input,
'model': model,
'dtype': dtype,
'is_messages': is_messages,
'template': template,
'max_new_tokens': int(max_new_tokens),
'temperature': float(temperature),
'top_p': float(top_p),
'top_k': int(top_k),
'repetition_penalty': float(repetition_penalty),
}
content = fn.infer(args)
return content
with gr.Blocks() as demo:
opt = models.get_head_options()
with gr.Row():
with gr.Column(scale=1):
model = gr.Textbox(
value=opt['model'],
label='model',
show_label=True,
interactive=True,
show_copy_button=True,
)
dtype = gr.Dropdown(
value=opt['dtype'],
choices=['int4','int8','fp16', 'bf16'],
label='dtype',
show_label=True,
interactive=True,
allow_custom_value=True,
)
template = gr.Textbox(
value=opt['template'],
lines=3,
label='template',
show_label=True,
interactive=True,
show_copy_button=True,
)
is_messages = gr.Checkbox(
value=opt['is_messages'],
label='is_messages',
show_label=True,
interactive=True,
)
with gr.Column(scale=1):
max_new_tokens = gr.Textbox(
value=opt['max_new_tokens'],
label='max_new_tokens',
show_label=True,
interactive=True,
show_copy_button=True,
)
temperature = gr.Textbox(
value=opt['temperature'],
label='temperature',
show_label=True,
interactive=True,
show_copy_button=True,
)
top_p = gr.Textbox(
value=opt['top_p'],
label='top_p',
show_label=True,
interactive=True,
show_copy_button=True,
)
top_k = gr.Textbox(
value=opt['top_k'],
label='top_k',
show_label=True,
interactive=True,
show_copy_button=True,
)
repetition_penalty = gr.Textbox(
value=opt['repetition_penalty'],
label='repetition_penalty',
show_label=True,
interactive=True,
show_copy_button=True,
)
with gr.Accordion('Preset', open=False):
gr.Examples(
models.get_examples(),
[model, dtype, is_messages, template, max_new_tokens, temperature, top_p, top_k, repetition_penalty],
)
with gr.Row():
with gr.Column(scale=1):
instruction = gr.Textbox(
lines=20,
label='instruction',
show_label=True,
interactive=True,
show_copy_button=True,
)
user_input = gr.Textbox(
lines=1,
label='input',
show_label=True,
interactive=True,
show_copy_button=True,
)
chat_button = gr.Button(value='chat')
with gr.Column(scale=1):
said = gr.Textbox(
label='said',
lines=15,
show_label=True,
show_copy_button=True,
)
chat_button.click(
fn=fn_chat,
inputs=[instruction, user_input, model, dtype, is_messages, template, max_new_tokens, temperature, top_p, top_k, repetition_penalty],
outputs=[said],
)
if __name__ == '__main__':
demo.launch()
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