421e7cee80
* initially add text_generation_webui support * add env requirements install * add necessary dependencies * update for starting webui * update shared and noted to place models * update heading of part3 * meet comments * add copyright license * remove extensions * convert tutorial to windows side * add warm-up to optimize performance
125 lines
7.5 KiB
Python
125 lines
7.5 KiB
Python
#
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# Copyright 2016 The BigDL Authors.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# This file is adapted from
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# https://github.com/oobabooga/text-generation-webui/blob/main/modules/ui_notebook.py
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import gradio as gr
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from modules import logits, shared, ui, utils
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from modules.prompts import count_tokens, load_prompt
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from modules.text_generation import (
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generate_reply_wrapper,
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get_token_ids,
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stop_everything_event
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)
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from modules.utils import gradio
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inputs = ('textbox-notebook', 'interface_state')
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outputs = ('textbox-notebook', 'html-notebook')
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def create_ui():
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mu = shared.args.multi_user
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with gr.Tab('Notebook', elem_id='notebook-tab'):
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shared.gradio['last_input-notebook'] = gr.State('')
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with gr.Row():
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with gr.Column(scale=4):
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with gr.Tab('Raw'):
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with gr.Row():
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shared.gradio['textbox-notebook'] = gr.Textbox(value='', lines=27, elem_id='textbox-notebook', elem_classes=['textbox', 'add_scrollbar'])
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shared.gradio['token-counter-notebook'] = gr.HTML(value="<span>0</span>", elem_classes=["token-counter"])
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with gr.Tab('Markdown'):
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shared.gradio['markdown_render-notebook'] = gr.Button('Render')
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shared.gradio['markdown-notebook'] = gr.Markdown()
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with gr.Tab('HTML'):
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shared.gradio['html-notebook'] = gr.HTML()
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with gr.Tab('Logits'):
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with gr.Row():
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with gr.Column(scale=10):
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shared.gradio['get_logits-notebook'] = gr.Button('Get next token probabilities')
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with gr.Column(scale=1):
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shared.gradio['use_samplers-notebook'] = gr.Checkbox(label='Use samplers', value=True, elem_classes=['no-background'])
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with gr.Row():
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shared.gradio['logits-notebook'] = gr.Textbox(lines=23, label='Output', elem_classes=['textbox_logits_notebook', 'add_scrollbar'])
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shared.gradio['logits-notebook-previous'] = gr.Textbox(lines=23, label='Previous output', elem_classes=['textbox_logits_notebook', 'add_scrollbar'])
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with gr.Tab('Tokens'):
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shared.gradio['get_tokens-notebook'] = gr.Button('Get token IDs for the input')
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shared.gradio['tokens-notebook'] = gr.Textbox(lines=23, label='Tokens', elem_classes=['textbox_logits_notebook', 'add_scrollbar', 'monospace'])
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with gr.Row():
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shared.gradio['Generate-notebook'] = gr.Button('Generate', variant='primary', elem_classes='small-button')
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shared.gradio['Stop-notebook'] = gr.Button('Stop', elem_classes='small-button', elem_id='stop')
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shared.gradio['Undo'] = gr.Button('Undo', elem_classes='small-button')
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shared.gradio['Regenerate-notebook'] = gr.Button('Regenerate', elem_classes='small-button')
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with gr.Column(scale=1):
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gr.HTML('<div style="padding-bottom: 13px"></div>')
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with gr.Row():
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shared.gradio['prompt_menu-notebook'] = gr.Dropdown(choices=utils.get_available_prompts(), value='None', label='Prompt', elem_classes='slim-dropdown')
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ui.create_refresh_button(shared.gradio['prompt_menu-notebook'], lambda: None, lambda: {'choices': utils.get_available_prompts()}, ['refresh-button', 'refresh-button-small'], interactive=not mu)
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shared.gradio['save_prompt-notebook'] = gr.Button('💾', elem_classes=['refresh-button', 'refresh-button-small'], interactive=not mu)
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shared.gradio['delete_prompt-notebook'] = gr.Button('🗑️', elem_classes=['refresh-button', 'refresh-button-small'], interactive=not mu)
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def create_event_handlers():
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shared.gradio['Generate-notebook'].click(
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lambda x: x, gradio('textbox-notebook'), gradio('last_input-notebook')).then(
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ui.gather_interface_values, gradio(shared.input_elements), gradio('interface_state')).then(
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generate_reply_wrapper, gradio(inputs), gradio(outputs), show_progress=False).then(
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ui.gather_interface_values, gradio(shared.input_elements), gradio('interface_state')).then(
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lambda: None, None, None, _js=f'() => {{{ui.audio_notification_js}}}')
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shared.gradio['textbox-notebook'].submit(
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lambda x: x, gradio('textbox-notebook'), gradio('last_input-notebook')).then(
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ui.gather_interface_values, gradio(shared.input_elements), gradio('interface_state')).then(
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generate_reply_wrapper, gradio(inputs), gradio(outputs), show_progress=False).then(
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ui.gather_interface_values, gradio(shared.input_elements), gradio('interface_state')).then(
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lambda: None, None, None, _js=f'() => {{{ui.audio_notification_js}}}')
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shared.gradio['Undo'].click(lambda x: x, gradio('last_input-notebook'), gradio('textbox-notebook'), show_progress=False)
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shared.gradio['markdown_render-notebook'].click(lambda x: x, gradio('textbox-notebook'), gradio('markdown-notebook'), queue=False)
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shared.gradio['Regenerate-notebook'].click(
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lambda x: x, gradio('last_input-notebook'), gradio('textbox-notebook'), show_progress=False).then(
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ui.gather_interface_values, gradio(shared.input_elements), gradio('interface_state')).then(
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generate_reply_wrapper, gradio(inputs), gradio(outputs), show_progress=False).then(
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ui.gather_interface_values, gradio(shared.input_elements), gradio('interface_state')).then(
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lambda: None, None, None, _js=f'() => {{{ui.audio_notification_js}}}')
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shared.gradio['Stop-notebook'].click(stop_everything_event, None, None, queue=False)
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shared.gradio['prompt_menu-notebook'].change(load_prompt, gradio('prompt_menu-notebook'), gradio('textbox-notebook'), show_progress=False)
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shared.gradio['save_prompt-notebook'].click(
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lambda x: x, gradio('textbox-notebook'), gradio('save_contents')).then(
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lambda: 'prompts/', None, gradio('save_root')).then(
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lambda: utils.current_time() + '.txt', None, gradio('save_filename')).then(
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lambda: gr.update(visible=True), None, gradio('file_saver'))
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shared.gradio['delete_prompt-notebook'].click(
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lambda: 'prompts/', None, gradio('delete_root')).then(
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lambda x: x + '.txt', gradio('prompt_menu-notebook'), gradio('delete_filename')).then(
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lambda: gr.update(visible=True), None, gradio('file_deleter'))
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shared.gradio['textbox-notebook'].input(lambda x: f"<span>{count_tokens(x)}</span>", gradio('textbox-notebook'), gradio('token-counter-notebook'), show_progress=False)
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shared.gradio['get_logits-notebook'].click(
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ui.gather_interface_values, gradio(shared.input_elements), gradio('interface_state')).then(
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logits.get_next_logits, gradio('textbox-notebook', 'interface_state', 'use_samplers-notebook', 'logits-notebook'), gradio('logits-notebook', 'logits-notebook-previous'), show_progress=False)
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shared.gradio['get_tokens-notebook'].click(get_token_ids, gradio('textbox-notebook'), gradio('tokens-notebook'), show_progress=False)
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