404 lines
10 KiB
TypeScript
404 lines
10 KiB
TypeScript
import IconFont from '@/components/icon-font';
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import SealAutoComplete from '@/components/seal-form/auto-complete';
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import SealInput from '@/components/seal-form/seal-input';
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import SealSelect from '@/components/seal-form/seal-select';
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import { PageAction } from '@/config';
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import { PageActionType } from '@/config/types';
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import { useIntl } from '@umijs/max';
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import { Form, Tooltip, Typography } from 'antd';
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import _ from 'lodash';
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import React, {
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forwardRef,
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useEffect,
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useImperativeHandle,
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useMemo,
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useState
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} from 'react';
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import { queryGPUList } from '../apis';
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import {
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backendOptionsMap,
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modelSourceMap,
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ollamaModelOptions
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} from '../config';
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import { FormData, GPUListItem } from '../config/types';
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import AdvanceConfig from './advance-config';
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interface DataFormProps {
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ref?: any;
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source: string;
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action: PageActionType;
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selectedModel: any;
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isGGUF: boolean;
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onOk: (values: FormData) => void;
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}
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const sourceOptions = [
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{
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label: 'Hugging Face',
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value: modelSourceMap.huggingface_value,
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key: 'huggingface'
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},
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{
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label: 'Ollama Library',
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value: modelSourceMap.ollama_library_value,
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key: 'ollama_library'
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},
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{
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label: 'ModelScope',
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value: modelSourceMap.modelscope_value,
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key: 'model_scope'
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}
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];
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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 DataForm: React.FC<DataFormProps> = forwardRef((props, ref) => {
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const { action, isGGUF, onOk } = props;
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const [form] = Form.useForm();
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const intl = useIntl();
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const [gpuOptions, setGpuOptions] = useState<
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Array<GPUListItem & { label: string; value: string }>
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>([]);
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const getGPUList = async () => {
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const data = await queryGPUList();
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const list = _.map(data.items, (item: GPUListItem) => {
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return {
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...item,
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label: item.name,
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value: `${item.worker_name}-${item.name}-${item.index}`
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};
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});
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setGpuOptions(list);
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};
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useEffect(() => {
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getGPUList();
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}, []);
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const handleSumit = () => {
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form.submit();
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};
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useImperativeHandle(
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ref,
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() => {
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return {
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submit: handleSumit,
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setFieldsValue: (values: FormData) => {
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form.setFieldsValue(values);
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},
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setFieldValue: (name: string, value: any) => {
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form.setFieldValue(name, value);
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},
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getFieldValue: (name: string) => {
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return form.getFieldValue(name);
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}
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};
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},
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[]
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);
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const handleOnSelectModel = () => {
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let name = _.split(props.selectedModel.name, '/').slice(-1)[0];
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const reg = /(-gguf)$/i;
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name = _.toLower(name).replace(reg, '');
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if (SEARCH_SOURCE.includes(props.source)) {
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form.setFieldsValue({
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repo_id: props.selectedModel.name,
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name: name
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});
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} else {
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form.setFieldsValue({
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ollama_library_model_name: props.selectedModel.name,
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name: name
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});
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}
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};
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const renderHuggingfaceFields = () => {
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return (
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<>
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<Form.Item<FormData>
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name="repo_id"
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key="repo_id"
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rules={[
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{
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required: true,
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message: intl.formatMessage(
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{
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id: 'common.form.rule.input'
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},
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{ name: intl.formatMessage({ id: 'models.form.repoid' }) }
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)
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}
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]}
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>
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<SealInput.Input
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label={intl.formatMessage({ id: 'models.form.repoid' })}
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required
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disabled={true}
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></SealInput.Input>
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</Form.Item>
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{isGGUF && (
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<Form.Item<FormData>
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name="file_name"
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key="file_name"
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rules={[
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{
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required: true,
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message: intl.formatMessage(
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{
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id: 'common.form.rule.input'
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},
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{ name: intl.formatMessage({ id: 'models.form.filename' }) }
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)
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}
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]}
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>
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<SealInput.Input
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label={intl.formatMessage({ id: 'models.form.filename' })}
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required
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disabled={true}
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></SealInput.Input>
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</Form.Item>
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)}
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</>
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);
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};
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const renderS3Fields = () => {
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return (
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<>
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<Form.Item<FormData>
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name="s3_address"
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rules={[
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{
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required: true,
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message: intl.formatMessage(
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{
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id: 'common.form.rule.input'
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},
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{ name: intl.formatMessage({ id: 'models.form.s3address' }) }
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)
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}
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]}
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>
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<SealInput.Input
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label={intl.formatMessage({
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id: 'models.form.s3address'
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})}
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required
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></SealInput.Input>
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</Form.Item>
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</>
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);
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};
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const renderOllamaModelFields = () => {
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return (
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<>
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<Form.Item<FormData>
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name="ollama_library_model_name"
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key="ollama_library_model_name"
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rules={[
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{
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required: true,
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message: intl.formatMessage(
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{
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id: 'common.form.rule.input'
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},
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{ name: intl.formatMessage({ id: 'models.table.name' }) }
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)
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}
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]}
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>
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<SealAutoComplete
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filterOption
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defaultActiveFirstOption
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disabled={action === PageAction.EDIT}
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options={ollamaModelOptions}
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label={intl.formatMessage({ id: 'model.form.ollama.model' })}
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placeholder={intl.formatMessage({ id: 'model.form.ollamaholder' })}
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addAfter={
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<Typography.Link
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href="https://www.ollama.com/library"
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target="_blank"
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>
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<Tooltip
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title={intl.formatMessage({ id: 'models.form.ollamalink' })}
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placement="topRight"
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>
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<IconFont
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type="icon-external-link"
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className="font-size-14"
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></IconFont>
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</Tooltip>
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</Typography.Link>
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}
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required
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></SealAutoComplete>
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</Form.Item>
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</>
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);
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};
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const renderFieldsBySource = useMemo(() => {
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if (SEARCH_SOURCE.includes(props.source)) {
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return renderHuggingfaceFields();
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}
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if (props.source === modelSourceMap.ollama_library_value) {
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return renderOllamaModelFields();
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}
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if (props.source === modelSourceMap.s3_value) {
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return renderS3Fields();
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}
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return null;
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}, [props.source, isGGUF, intl]);
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const handleOk = (formdata: FormData) => {
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const gpu = _.find(gpuOptions, (item: any) => {
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return item.value === formdata.gpu_selector;
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});
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if (gpu) {
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onOk({
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..._.omit(formdata, ['scheduleType']),
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gpu_selector: {
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gpu_name: gpu.name,
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gpu_index: gpu.index,
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worker_name: gpu.worker_name
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}
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});
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} else {
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onOk({
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..._.omit(formdata, ['scheduleType'])
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});
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}
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};
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useEffect(() => {
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if (action === PageAction.CREATE) {
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form.setFieldValue(
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'backend',
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isGGUF ? backendOptionsMap.llamaBox : backendOptionsMap.vllm
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);
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}
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}, [isGGUF]);
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useEffect(() => {
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handleOnSelectModel();
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}, [props.selectedModel.name]);
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return (
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<Form
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name="deployModel"
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form={form}
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onFinish={handleOk}
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preserve={false}
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style={{ padding: '16px 24px' }}
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clearOnDestroy={true}
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initialValues={{
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replicas: 1,
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source: props.source,
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placement_strategy: 'spread',
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cpu_offloading: true,
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scheduleType: 'auto',
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distributed_inference_across_workers: true
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}}
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>
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<Form.Item<FormData>
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name="name"
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rules={[
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{
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required: true,
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message: intl.formatMessage(
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{
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id: 'common.form.rule.input'
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},
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{ name: intl.formatMessage({ id: 'common.table.name' }) }
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)
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}
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]}
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>
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<SealInput.Input
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label={intl.formatMessage({
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id: 'common.table.name'
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})}
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required
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></SealInput.Input>
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</Form.Item>
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<Form.Item<FormData>
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name="source"
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rules={[
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{
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required: true,
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message: intl.formatMessage(
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{
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id: 'common.form.rule.select'
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},
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{ name: intl.formatMessage({ id: 'models.form.source' }) }
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)
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}
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]}
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>
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{
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<SealSelect
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disabled={true}
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label={intl.formatMessage({
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id: 'models.form.source'
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})}
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options={sourceOptions}
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required
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></SealSelect>
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}
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</Form.Item>
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{renderFieldsBySource}
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<Form.Item<FormData>
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name="replicas"
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rules={[
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{
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required: true,
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message: intl.formatMessage(
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{
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id: 'common.form.rule.input'
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},
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{
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name: intl.formatMessage({ id: 'models.form.replicas' })
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}
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)
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}
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]}
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>
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<SealInput.Number
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style={{ width: '100%' }}
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label={intl.formatMessage({
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id: 'models.form.replicas'
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})}
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required
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min={0}
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></SealInput.Number>
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</Form.Item>
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<Form.Item<FormData> name="description">
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<SealInput.TextArea
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label={intl.formatMessage({
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id: 'common.table.description'
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})}
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></SealInput.TextArea>
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</Form.Item>
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<AdvanceConfig
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form={form}
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gpuOptions={gpuOptions}
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isGGUF={isGGUF}
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action={action}
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></AdvanceConfig>
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</Form>
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);
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});
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export default React.memo(DataForm);
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