wehub-resource-sync
84 lines
2.7 KiB
Python
84 lines
2.7 KiB
Python
# Copyright (c) ModelScope Contributors. All rights reserved.
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import gradio as gr
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from functools import partial
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from typing import Type
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from swift.arguments import ExportArguments
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from swift.model import ModelType, get_model_list
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from swift.template import TEMPLATE_MAPPING
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from ..base import BaseUI
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class Model(BaseUI):
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group = 'llm_export'
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locale_dict = {
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'checkpoint': {
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'value': {
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'zh': '训练后的模型',
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'en': 'Trained model'
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}
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},
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'model_type': {
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'label': {
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'zh': '选择模型类型',
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'en': 'Select Model Type'
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},
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'info': {
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'zh': 'SWIFT已支持的模型类型',
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'en': 'Base model type supported by SWIFT'
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}
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},
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'model': {
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'label': {
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'zh': '模型id或路径',
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'en': 'Model id or path'
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},
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'info': {
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'zh': '实际的模型id，如果是训练后的模型请填入checkpoint-xxx的目录',
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'en': 'The actual model id or path, if is a trained model, please fill in the checkpoint-xxx dir'
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}
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},
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'reset': {
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'value': {
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'zh': '恢复初始值',
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'en': 'Reset to default'
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},
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},
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'template': {
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'label': {
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'zh': '模型Prompt模板类型',
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'en': 'Prompt template type'
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},
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'info': {
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'zh': '选择匹配模型的Prompt模板',
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'en': 'Choose the template type of the model'
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}
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},
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}
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ignored_models = ['int1', 'int2', 'int4', 'int8', 'awq', 'gptq', 'bnb', 'eetq', 'aqlm', 'hqq']
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@classmethod
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def do_build_ui(cls, base_tab: Type['BaseUI']):
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with gr.Row():
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all_models = [
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model for model in get_model_list() if not any([ignored in model for ignored in cls.ignored_models])
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]
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gr.Dropdown(
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elem_id='model',
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scale=20,
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choices=all_models,
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value='Qwen/Qwen2.5-7B-Instruct',
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allow_custom_value=True)
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gr.Dropdown(elem_id='model_type', choices=ModelType.get_model_name_list(), scale=20)
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gr.Dropdown(elem_id='template', choices=list(TEMPLATE_MAPPING.keys()), scale=20)
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@classmethod
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def after_build_ui(cls, base_tab: Type['BaseUI']):
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cls.element('model').change(
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partial(cls.update_input_model, arg_cls=ExportArguments, has_record=False),
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inputs=[cls.element('model')],
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outputs=list(cls.valid_elements().values()))
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