543 lines
15 KiB
TypeScript
543 lines
15 KiB
TypeScript
import ModalFooter from '@/components/modal-footer';
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import { PageActionType } from '@/config/types';
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import { CloseOutlined } from '@ant-design/icons';
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import { useIntl } from '@umijs/max';
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import { Button, Drawer } from 'antd';
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import _ from 'lodash';
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import { FC, useCallback, useEffect, useMemo, useRef, useState } from 'react';
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import styled from 'styled-components';
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import {
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backendOptionsMap,
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getSourceRepoConfigValue,
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modelSourceMap
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} from '../config';
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import { FormContext } from '../config/form-context';
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import { FormData, SourceType } from '../config/types';
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import {
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checkOnlyAscendNPU,
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useCheckCompatibility,
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useSelectModel
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} from '../hooks';
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import ColumnWrapper from './column-wrapper';
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import CompatibilityAlert from './compatible-alert';
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import DataForm from './data-form';
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import HFModelFile from './hf-model-file';
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import ModelCard from './model-card';
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import OllamaTips from './ollama-tips';
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import SearchModel from './search-model';
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import Separator from './separator';
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import TitleWrapper from './title-wrapper';
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const resetFieldsByModel = [
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'cpu_offloading',
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'distributed_inference_across_workers',
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'backend_version',
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'backend_parameters',
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'env'
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];
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const resetFieldsByFile = [
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'cpu_offloading',
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'distributed_inference_across_workers'
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];
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const ModalFooterStyle = {
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padding: '16px 24px',
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display: 'flex',
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justifyContent: 'flex-end'
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};
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const ColWrapper = styled.div`
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display: flex;
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flex: 1;
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maxwidth: 33.33%;
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`;
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const FormWrapper = styled.div`
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display: flex;
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flex: 1;
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maxwidth: 100%;
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`;
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type AddModalProps = {
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title: string;
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hasLinuxWorker?: boolean;
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action: PageActionType;
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open: boolean;
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source: SourceType;
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isGGUF?: boolean;
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width?: string | number;
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gpuOptions: any[];
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modelFileOptions: any[];
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initialValues?: any;
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deploymentType?: 'modelList' | 'modelFiles';
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onOk: (values: FormData) => void;
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onCancel: () => void;
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};
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type EvaluateProccessType = 'model' | 'file' | 'form';
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const EvaluateProccess: Record<string, EvaluateProccessType> = {
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model: 'model',
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file: 'file',
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form: 'form'
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};
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const AddModal: FC<AddModalProps> = (props) => {
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const {
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title,
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open,
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onOk,
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onCancel,
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hasLinuxWorker,
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source,
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action,
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width = 600,
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deploymentType = 'modelList',
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initialValues
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} = props || {};
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const SEARCH_SOURCE = [
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modelSourceMap.huggingface_value,
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modelSourceMap.modelscope_value
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];
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const {
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handleShowCompatibleAlert,
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setWarningStatus,
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handleBackendChangeBefore,
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cancelEvaluate,
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handleOnValuesChange: handleOnValuesChangeBefore,
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handleEvaluateOnChange,
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warningStatus,
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submitAnyway
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} = useCheckCompatibility();
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const { onSelectModel } = useSelectModel({ gpuOptions: props.gpuOptions });
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const form = useRef<any>({});
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const intl = useIntl();
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const [selectedModel, setSelectedModel] = useState<any>({});
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const [collapsed, setCollapsed] = useState<boolean>(false);
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const [isGGUF, setIsGGUF] = useState<boolean>(false);
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const modelFileRef = useRef<any>(null);
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const isHolderRef = useRef<{
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model: boolean;
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file: boolean;
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}>({
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model: false,
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file: false
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});
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const evaluateStateRef = useRef<{ state: EvaluateProccessType }>({
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state: 'form'
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});
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const requestModelIdRef = useRef<number>(0);
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/**
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* Update the request model id to distinguish
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* the evaluate request.
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*/
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const updateRequestModelId = () => {
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requestModelIdRef.current += 1;
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};
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/**
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*
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* @param state target to distinguish the evaluate state
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*/
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const setEvaluteState = (state: EvaluateProccessType) => {
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evaluateStateRef.current.state = state;
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};
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/**
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*
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* @param flag set the evaluate status of the model or file
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*/
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const setIsHolderRef = (flag: Record<string, boolean>) => {
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isHolderRef.current = {
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...isHolderRef.current,
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...flag
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};
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};
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const handleOnValuesChange = (data: {
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changedValues: any;
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allValues: any;
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source: SourceType;
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}) => {
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setEvaluteState(EvaluateProccess.form);
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handleOnValuesChangeBefore(data);
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};
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const getDefaultSpec = (item: any) => {
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const defaultSpec = item.evaluateResult?.default_spec || {};
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return _.omit(defaultSpec, [
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'cpu_offloading',
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'distributed_inference_across_workers'
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]);
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};
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const getCategory = (item: any) => {
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const categories = item.evaluateResult?.default_spec?.categories || [];
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if (Array.isArray(categories)) {
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return categories?.[0] || null;
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}
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return categories || null;
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};
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const handleSelectModelFile = async (item: any, evaluate?: boolean) => {
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form.current?.form?.resetFields(resetFieldsByFile);
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const modelInfo = onSelectModel(selectedModel, props.source);
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/** display the selected model file information, but not
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* unitl the evaluate result is ready
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*/
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form.current?.setFieldsValue?.({
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file_name: item.fakeName,
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...modelInfo,
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categories: getCategory(item)
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});
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await new Promise((resolve) => {
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setTimeout(() => {
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resolve(true);
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}, 0);
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});
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if (item.fakeName) {
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const currentModelId = requestModelIdRef.current;
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setEvaluteState(EvaluateProccess.file);
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const evaluateRes = await handleEvaluateOnChange?.({
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changedValues: {},
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allValues: form.current?.form?.getFieldsValue?.(),
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source: props.source
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});
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if (currentModelId !== requestModelIdRef.current) {
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// if the request model id has changed, do not update the form
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return;
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}
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const defaultSpec = getDefaultSpec({
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evaluateResult: evaluateRes
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});
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/**
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* do not reset backend_parameters when select a model file
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*/
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const formBackendParameters =
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form.current?.getFieldValue?.('backend_parameters') || [];
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form.current?.setFieldsValue?.({
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file_name: item.fakeName,
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...defaultSpec,
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...modelInfo,
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backend_parameters:
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formBackendParameters.length > 0
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? formBackendParameters
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: defaultSpec.backend_parameters || [],
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categories: getCategory(item)
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});
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}
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};
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const handleOnSelectModel = (item: any, evaluate?: boolean) => {
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/**
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* evaluate: false means select a new model
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* evaluate: true means select a model file from the evaluate result
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*/
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updateRequestModelId();
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if (!evaluate) {
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setEvaluteState(EvaluateProccess.model);
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setSelectedModel(item);
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form.current?.form?.resetFields(resetFieldsByModel);
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const modelInfo = onSelectModel(item, props.source);
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form.current?.setFieldsValue?.({
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...modelInfo,
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categories: getCategory(item)
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});
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}
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if (!item.isGGUF) {
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setIsGGUF(false);
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const modelInfo = onSelectModel(item, props.source);
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if (
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!isHolderRef.current.model &&
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evaluateStateRef.current.state === EvaluateProccess.model
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) {
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handleShowCompatibleAlert(item.evaluateResult);
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form.current?.setFieldsValue?.({
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...getDefaultSpec(item),
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...modelInfo,
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categories: getCategory(item)
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});
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}
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}
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};
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const handleOnOk = async (allValues: FormData) => {
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const result = getSourceRepoConfigValue(props.source, allValues).values;
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onOk(result);
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};
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const handleSubmitAnyway = async () => {
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submitAnyway.current = true;
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form.current?.submit?.();
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};
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const handleSumit = () => {
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form.current?.submit?.();
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};
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const handleSetIsGGUF = async (flag: boolean) => {
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setIsGGUF(flag);
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await new Promise((resolve) => {
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setTimeout(() => {
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resolve(true);
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}, 0);
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});
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if (flag) {
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modelFileRef.current?.fetchModelFiles?.();
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}
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};
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const handleBackendChange = async (backend: string) => {
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if (backend === backendOptionsMap.llamaBox) {
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setIsGGUF(true);
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} else {
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setIsGGUF(false);
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}
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const data = form.current.form.getFieldsValue?.();
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const res = handleBackendChangeBefore(data);
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if (res.show) {
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return;
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}
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if (data.local_path || props.source !== modelSourceMap.local_path_value) {
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handleOnValuesChange?.({
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changedValues: {},
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allValues:
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backend === backendOptionsMap.llamaBox
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? data
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: _.omit(data, [
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'cpu_offloading',
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'distributed_inference_across_workers'
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]),
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source: props.source
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});
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}
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};
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const onValuesChange = async (changedValues: any, allValues: any) => {
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handleOnValuesChange?.({
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changedValues,
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allValues,
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source: props.source
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});
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};
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const handleCancel = useCallback(() => {
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onCancel?.();
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}, [onCancel]);
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const handleOnOpen = () => {
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if (props.deploymentType === 'modelFiles') {
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form.current?.form?.setFieldsValue({
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...props.initialValues
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});
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handleOnValuesChange?.({
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changedValues: {},
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allValues: props.initialValues,
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source: source
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});
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} else {
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let backend = checkOnlyAscendNPU(props.gpuOptions)
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? backendOptionsMap.ascendMindie
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: backendOptionsMap.vllm;
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if (source === modelSourceMap.ollama_library_value) {
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backend = backendOptionsMap.llamaBox;
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}
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form.current?.setFieldValue?.('backend', backend);
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setIsGGUF(source === modelSourceMap.ollama_library_value);
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}
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};
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const showExtraButton = useMemo(() => {
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return warningStatus.show && warningStatus.type !== 'success';
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}, [warningStatus.show, warningStatus.type]);
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const displayEvaluateStatus = (data: {
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show?: boolean;
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flag: Record<string, boolean>;
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}) => {
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setIsHolderRef(data.flag);
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setWarningStatus({
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show: isHolderRef.current.model || isHolderRef.current.file,
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title: '',
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type: 'transition',
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message: intl.formatMessage({ id: 'models.form.evaluating' })
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});
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};
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useEffect(() => {
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if (open) {
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handleOnOpen();
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} else {
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cancelEvaluate();
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}
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return () => {
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setSelectedModel({});
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setWarningStatus({
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show: false,
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title: '',
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message: []
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});
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};
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}, [open, props.gpuOptions.length]);
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return (
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<Drawer
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title={
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<div className="flex-between flex-center">
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<span>{title}</span>
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<Button type="text" size="small" onClick={handleCancel}>
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<CloseOutlined></CloseOutlined>
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</Button>
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</div>
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}
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open={open}
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onClose={handleCancel}
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destroyOnClose={true}
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closeIcon={false}
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maskClosable={false}
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keyboard={false}
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zIndex={2000}
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styles={{
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body: {
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height: 'calc(100vh - 57px)',
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padding: '16px 0',
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overflowX: 'hidden'
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},
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content: {
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borderRadius: '6px 0 0 6px'
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}
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}}
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width={width}
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footer={false}
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>
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<div style={{ display: 'flex', height: '100%' }}>
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{SEARCH_SOURCE.includes(props.source) &&
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deploymentType === 'modelList' && (
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<>
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<ColWrapper>
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<ColumnWrapper>
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<SearchModel
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hasLinuxWorker={hasLinuxWorker}
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modelSource={props.source}
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onSelectModel={handleOnSelectModel}
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displayEvaluateStatus={displayEvaluateStatus}
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gpuOptions={props.gpuOptions}
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></SearchModel>
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</ColumnWrapper>
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<Separator></Separator>
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</ColWrapper>
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<ColWrapper>
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<ColumnWrapper>
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<ModelCard
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selectedModel={selectedModel}
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onCollapse={setCollapsed}
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collapsed={collapsed}
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modelSource={props.source}
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setIsGGUF={handleSetIsGGUF}
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></ModelCard>
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{isGGUF && (
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<HFModelFile
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ref={modelFileRef}
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selectedModel={selectedModel}
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modelSource={props.source}
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onSelectFile={handleSelectModelFile}
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collapsed={collapsed}
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gpuOptions={props.gpuOptions}
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></HFModelFile>
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)}
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</ColumnWrapper>
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<Separator></Separator>
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</ColWrapper>
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</>
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)}
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<FormContext.Provider
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value={{
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isGGUF: isGGUF,
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pageAction: action,
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modelFileOptions: props.modelFileOptions,
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onValuesChange: onValuesChange
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}}
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>
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<FormWrapper>
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<ColumnWrapper
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paddingBottom={warningStatus.show ? 170 : 50}
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footer={
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<>
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<CompatibilityAlert
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showClose={true}
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onClose={() => {
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setWarningStatus({
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show: false,
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message: ''
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});
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}}
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warningStatus={warningStatus}
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contentStyle={{ paddingInline: 0 }}
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></CompatibilityAlert>
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<ModalFooter
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onCancel={handleCancel}
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onOk={handleSumit}
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showOkBtn={!showExtraButton}
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extra={
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showExtraButton && (
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<Button type="primary" onClick={handleSubmitAnyway}>
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{intl.formatMessage({
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id: 'models.form.submit.anyway'
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})}
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</Button>
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)
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}
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style={ModalFooterStyle}
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></ModalFooter>
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</>
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}
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>
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<>
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{source === modelSourceMap.ollama_library_value && (
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<OllamaTips></OllamaTips>
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)}
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{SEARCH_SOURCE.includes(source) &&
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deploymentType === 'modelList' && (
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<TitleWrapper>
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{intl.formatMessage({ id: 'models.form.configurations' })}
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</TitleWrapper>
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)}
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<DataForm
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initialValues={initialValues}
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source={source}
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action={action}
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selectedModel={selectedModel}
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onOk={handleOnOk}
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ref={form}
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isGGUF={isGGUF}
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gpuOptions={props.gpuOptions}
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modelFileOptions={props.modelFileOptions}
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onBackendChange={handleBackendChange}
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onValuesChange={onValuesChange}
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></DataForm>
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</>
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</ColumnWrapper>
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</FormWrapper>
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</FormContext.Provider>
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</div>
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</Drawer>
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);
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};
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export default AddModal;
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