diff --git a/src/pages/llmodels/apis/index.ts b/src/pages/llmodels/apis/index.ts
index f5a11dc8..7e388dff 100644
--- a/src/pages/llmodels/apis/index.ts
+++ b/src/pages/llmodels/apis/index.ts
@@ -16,7 +16,8 @@ import {
   GPUListItem,
   ListItem,
   ModelInstanceFormData,
-  ModelInstanceListItem
+  ModelInstanceListItem,
+  ModelLoraAdapterResult
 } from '../config/types';
 
 export const MODELS_API = '/models';
@@ -33,6 +34,8 @@ export const DRAFT_MODELS_API = '/draft-models';
 
 export const CATALOG_LIST_API = '/model-sets';
 
+export const MODEL_LORA_ADAPTER_API = '/models/adapters';
+
 const setProxyUrl = (url: string) => {
   return `/proxy?url=${encodeURIComponent(url)}`;
 };
@@ -100,6 +103,21 @@ export async function queryModelDetail(id: number) {
   });
 }
 
+export async function queryModelLoraAdapter(
+  params: {
+    base: string;
+    q?: string;
+    limit?: number;
+  },
+  options?: any
+) {
+  return request<ModelLoraAdapterResult>(`${MODEL_LORA_ADAPTER_API}`, {
+    params,
+    cancelToken: options?.token,
+    method: 'GET'
+  });
+}
+
 // ===================== Model Instances start =====================
 
 export async function queryModelInstancesList(
diff --git a/src/pages/llmodels/config/types.ts b/src/pages/llmodels/config/types.ts
index 93b20a19..ff345b1d 100644
--- a/src/pages/llmodels/config/types.ts
+++ b/src/pages/llmodels/config/types.ts
@@ -48,6 +48,16 @@ export type SourceType =
   | 'local_path'
   | 'ollama_library';
 
+export interface LoraListItem {
+  lora_name: string;
+  lora_repo_name: string;
+  source: 'huggingface' | 'model_scope';
+  huggingface_filename: string;
+  model_scope_file_path: string;
+  local_path: string;
+  path: string;
+  model_file_id: number;
+}
 export interface FormData {
   image_name?: string;
   run_command?: string;
@@ -66,6 +76,7 @@ export interface FormData {
   s3_address: string;
   ollama_library_model_name: string;
   distributed_inference_across_workers?: boolean;
+  lora_list: LoraListItem[];
   local_path?: string;
   model_scope_model_id?: string;
   model_scope_file_path?: string;
@@ -398,3 +409,10 @@ export interface InstanceRestartCount {
     error?: string | null;
   }[];
 }
+
+export interface ModelLoraAdapterResult {
+  lora_list: Array<{
+    lora_repo_name: string;
+    source: string;
+  }>;
+}
diff --git a/src/pages/llmodels/forms/advance-config.tsx b/src/pages/llmodels/forms/advance-config.tsx
index 69d49441..201c903f 100644
--- a/src/pages/llmodels/forms/advance-config.tsx
+++ b/src/pages/llmodels/forms/advance-config.tsx
@@ -15,6 +15,7 @@ import { useFormContext } from '../config/form-context';
 import { FormData } from '../config/types';
 import { backendOptionsMap } from '../constants/backend-parameters';
 import BackendParametersList from './backend-parameters-list';
+import ModelLoraList from './model-lora-list';
 
 const AdvanceConfig = () => {
   const intl = useIntl();
@@ -88,6 +89,7 @@ const AdvanceConfig = () => {
           onDelete={handleDeleteEnvSelector}
         ></LabelSelector>
       </Form.Item>
+      <ModelLoraList></ModelLoraList>
       {(backend === backendOptionsMap.custom ||
         !currentBackendOptions?.isBuiltIn) && (
         <Form.Item<FormData>
diff --git a/src/pages/llmodels/forms/index.tsx b/src/pages/llmodels/forms/index.tsx
index c53ce331..56841d5c 100644
--- a/src/pages/llmodels/forms/index.tsx
+++ b/src/pages/llmodels/forms/index.tsx
@@ -27,6 +27,7 @@ import {
   BackendOption,
   DeployFormKey,
   FormData,
+  LoraListItem,
   SourceType
 } from '../config/types';
 import { backendOptionsMap } from '../constants/backend-parameters';
@@ -216,6 +217,14 @@ const DataForm: React.FC<DataFormProps> = forwardRef((props, ref) => {
   const handleOk = async (formdata: FormData) => {
     const data = _.cloneDeep(formdata);
     data.categories = data.categories ? [data.categories] : [];
+    if (data.lora_list && data.lora_list.length > 0) {
+      data.lora_list = data.lora_list.map((item: LoraListItem) => ({
+        ...item,
+        huggingface_filename: data.huggingface_filename || '',
+        model_scope_file_path: data.model_scope_file_path || '',
+        local_path: data.local_path || ''
+      }));
+    }
     const gpuSelector = generateGPUIds(data);
     const allValues = {
       ..._.omit(data, ['scheduleType']),
diff --git a/src/pages/llmodels/forms/lora-list-item.tsx b/src/pages/llmodels/forms/lora-list-item.tsx
new file mode 100644
index 00000000..65dff244
--- /dev/null
+++ b/src/pages/llmodels/forms/lora-list-item.tsx
@@ -0,0 +1,211 @@
+import {
+  AutoTooltip,
+  Input as CInput,
+  Cascader as SealCascader
+} from '@gpustack/core-ui';
+import _ from 'lodash';
+import { useEffect, useMemo, useState } from 'react';
+import { modelSourceMap } from '../config';
+import useQueryModelLoraList from '../services/use-query-lora-list';
+
+type LoraDataItem = {
+  label: string;
+  value: string;
+  lora_repo_name: string;
+  source: string;
+};
+
+interface LoraListItemProps {
+  item: { value: any[]; lora_name: string };
+  base: string;
+  defaultDataList: LoraDataItem[];
+  selectedRepoNames: Set<string>;
+  onChange: (partial: { value?: any[]; lora_name?: string }) => void;
+}
+
+const sourceLabel = (source: string) => {
+  if (source === modelSourceMap.huggingface_value) {
+    return modelSourceMap.huggingface;
+  }
+  if (source === modelSourceMap.modelscope_value) {
+    return modelSourceMap.modelScope;
+  }
+  return source;
+};
+
+const LoraListItem: React.FC<LoraListItemProps> = ({
+  item,
+  base,
+  defaultDataList,
+  selectedRepoNames,
+  onChange
+}) => {
+  const { dataList: ownSearchList, fetchData } = useQueryModelLoraList();
+  const [hasSearched, setHasSearched] = useState(false);
+
+  const itemDataList = hasSearched ? ownSearchList : defaultDataList;
+
+  const debouncedSearch = useMemo(
+    () =>
+      _.debounce((q: string) => {
+        fetchData({ base, q });
+      }, 300),
+    [base]
+  );
+
+  useEffect(() => {
+    return () => {
+      debouncedSearch.cancel();
+    };
+  }, [debouncedSearch]);
+
+  useEffect(() => {
+    setHasSearched(false);
+  }, [base]);
+
+  const groupedOptions = useMemo(() => {
+    const groups: Record<
+      string,
+      {
+        label: string;
+        value: string;
+        isParent: boolean;
+        children: any[];
+      }
+    > = {};
+    const currentRepo = item.value?.[1];
+
+    itemDataList.forEach((it) => {
+      if (!groups[it.source]) {
+        groups[it.source] = {
+          label: sourceLabel(it.source),
+          value: it.source,
+          isParent: true,
+          children: []
+        };
+      }
+      const isSelectedByOther =
+        selectedRepoNames.has(it.lora_repo_name) &&
+        it.lora_repo_name !== currentRepo;
+      if (!isSelectedByOther) {
+        groups[it.source].children.push({
+          label: it.lora_repo_name,
+          value: it.lora_repo_name,
+          source: it.source,
+          isParent: false
+        });
+      }
+    });
+
+    return Object.values(groups).filter((g) => g.children.length > 0);
+  }, [itemDataList, selectedRepoNames, item.value]);
+
+  const handleSearch = (q: string) => {
+    if (!base || !q) {
+      setHasSearched(false);
+      debouncedSearch.cancel();
+      return;
+    }
+    setHasSearched(true);
+    debouncedSearch(q);
+  };
+
+  const handleCascaderChange = (value: any) => {
+    onChange({ value: value || [] });
+  };
+
+  const handleNameChange = (e: React.ChangeEvent<HTMLInputElement>) => {
+    onChange({ lora_name: e.target.value });
+  };
+
+  const cascaderEmpty = !item.value || item.value.length === 0;
+  const nameEmpty = !item.lora_name;
+  const cascaderStatus =
+    cascaderEmpty && !nameEmpty ? ('error' as const) : undefined;
+  const inputStatus =
+    nameEmpty && !cascaderEmpty ? ('error' as const) : undefined;
+
+  const displayRender = (labels: any[]) => {
+    return (
+      <AutoTooltip
+        ghost
+        maxWidth={300}
+        title={
+          <span>
+            {labels[0]} / {labels[1]}
+          </span>
+        }
+      >
+        <span>
+          {labels[0]} / {labels[1]}
+        </span>
+      </AutoTooltip>
+    );
+  };
+
+  const optionNode = (option: any) => {
+    const { data } = option;
+    if (data.isParent) {
+      return (
+        <AutoTooltip ghost maxWidth={100}>
+          {data.label}
+        </AutoTooltip>
+      );
+    }
+    return (
+      <AutoTooltip ghost maxWidth={200}>
+        {data.label}
+      </AutoTooltip>
+    );
+  };
+
+  return (
+    <div
+      style={{
+        display: 'grid',
+        gridTemplateColumns: '1fr 120px',
+        gap: 8,
+        alignItems: 'center',
+        flex: 1
+      }}
+    >
+      <SealCascader
+        showSearch
+        expandTrigger="hover"
+        multiple={false}
+        alwaysFocus={true}
+        status={cascaderStatus}
+        value={item.value}
+        options={groupedOptions}
+        onChange={handleCascaderChange}
+        onSearch={handleSearch}
+        placeholder="Select LoRA"
+        showCheckedStrategy="SHOW_CHILD"
+        displayRender={displayRender}
+        optionNode={optionNode}
+        classNames={{
+          popup: {
+            root: 'cascader-popup-wrapper'
+          }
+        }}
+        styles={{
+          popup: {
+            listItem: {
+              padding: '5px 10px'
+            }
+          }
+        }}
+        getPopupContainer={(triggerNode) => triggerNode.parentNode}
+      ></SealCascader>
+      <CInput.Input
+        style={{ flex: 1 }}
+        status={inputStatus}
+        value={item.lora_name}
+        onChange={handleNameChange}
+        placeholder="LoRA name"
+      />
+    </div>
+  );
+};
+
+export default LoraListItem;
diff --git a/src/pages/llmodels/forms/model-lora-list.tsx b/src/pages/llmodels/forms/model-lora-list.tsx
new file mode 100644
index 00000000..13813715
--- /dev/null
+++ b/src/pages/llmodels/forms/model-lora-list.tsx
@@ -0,0 +1,116 @@
+import { MetadataList } from '@gpustack/core-ui';
+import { Form } from 'antd';
+import { useEffect, useMemo, useRef, useState } from 'react';
+import { FormData, LoraListItem } from '../config/types';
+import useQueryModelLoraList from '../services/use-query-lora-list';
+import LoraItem from './lora-list-item';
+
+type ItemValue = { value: any[]; lora_name: string };
+
+const ModelLoraList = () => {
+  const form = Form.useFormInstance<FormData>();
+  const huggingfaceRepoId = Form.useWatch('huggingface_repo_id', form);
+  const modelScopeModelId = Form.useWatch('model_scope_model_id', form);
+  const localPath = Form.useWatch('local_path', form);
+
+  const base = huggingfaceRepoId || modelScopeModelId || localPath || '';
+
+  const { dataList: defaultDataList, fetchData } = useQueryModelLoraList();
+
+  const [itemList, setItemList] = useState<ItemValue[]>([]);
+  const initializedRef = useRef(false);
+  const prevBaseRef = useRef<string>('');
+
+  useEffect(() => {
+    if (initializedRef.current) {
+      return;
+    }
+    initializedRef.current = true;
+    const existing = (form.getFieldValue('lora_list') || []) as LoraListItem[];
+    if (existing.length > 0) {
+      setItemList(
+        existing.map((it) => ({
+          value:
+            it.source && it.lora_repo_name
+              ? [it.source, it.lora_repo_name]
+              : [],
+          lora_name: it.lora_name || ''
+        }))
+      );
+    }
+  }, []);
+
+  useEffect(() => {
+    if (!base) {
+      prevBaseRef.current = '';
+      return;
+    }
+    fetchData({ base });
+    if (prevBaseRef.current && prevBaseRef.current !== base) {
+      form.setFieldValue('lora_list', []);
+      setItemList([]);
+    }
+    prevBaseRef.current = base;
+  }, [base]);
+
+  const selectedRepoNames = useMemo(() => {
+    return new Set(
+      itemList.map((it) => it.value?.[1]).filter(Boolean) as string[]
+    );
+  }, [itemList]);
+
+  const syncFormField = (newItemList: ItemValue[]) => {
+    const newFormList = newItemList.map((it) => ({
+      source: (it.value?.[0] || '') as 'huggingface' | 'model_scope',
+      lora_repo_name: it.value?.[1] || '',
+      lora_name: it.lora_name || ''
+    }));
+    form.setFieldValue('lora_list', newFormList);
+  };
+
+  const handleItemChange = (
+    index: number,
+    partial: { value?: any[]; lora_name?: string }
+  ) => {
+    const newItemList = [...itemList];
+    newItemList[index] = { ...newItemList[index], ...partial };
+    setItemList(newItemList);
+    syncFormField(newItemList);
+  };
+
+  const handleAdd = () => {
+    const newItemList = [...itemList, { value: [], lora_name: '' }];
+    setItemList(newItemList);
+    syncFormField(newItemList);
+  };
+
+  const handleDelete = (index: number) => {
+    const newItemList = itemList.filter((_, i) => i !== index);
+    setItemList(newItemList);
+    syncFormField(newItemList);
+  };
+
+  return (
+    <Form.Item<FormData> name="lora_list" trigger="">
+      <MetadataList
+        label="LoRA Adapter"
+        dataList={itemList}
+        btnText="Add LoRA Adapter"
+        onAdd={handleAdd}
+        onDelete={handleDelete}
+      >
+        {(item, index) => (
+          <LoraItem
+            item={item}
+            base={base}
+            defaultDataList={defaultDataList}
+            selectedRepoNames={selectedRepoNames}
+            onChange={(partial) => handleItemChange(index, partial)}
+          />
+        )}
+      </MetadataList>
+    </Form.Item>
+  );
+};
+
+export default ModelLoraList;
diff --git a/src/pages/llmodels/services/use-query-lora-list.ts b/src/pages/llmodels/services/use-query-lora-list.ts
new file mode 100644
index 00000000..7aa955f6
--- /dev/null
+++ b/src/pages/llmodels/services/use-query-lora-list.ts
@@ -0,0 +1,51 @@
+import { useQueryData } from '@gpustack/core-ui';
+import { useState } from 'react';
+import { queryModelLoraAdapter } from '../apis';
+import { ModelLoraAdapterResult } from '../config/types';
+
+type Parameters = {
+  base: string;
+  q?: string;
+  limit?: number; // default to 40
+};
+
+export const useQueryModelLoraList = () => {
+  const { detailData, loading, fetchData, cancelRequest } = useQueryData<
+    ModelLoraAdapterResult,
+    Parameters
+  >({
+    key: 'modelLoraList',
+    fetchDetail: queryModelLoraAdapter
+  });
+
+  const [dataList, setDataList] = useState<
+    {
+      label: string;
+      value: string;
+      lora_repo_name: string;
+      source: string;
+    }[]
+  >([]);
+
+  const getData = (params: Parameters) => {
+    fetchData(params).then((result) => {
+      if (result) {
+        const formattedData = result.lora_list.map((item) => ({
+          ...item,
+          label: item.lora_repo_name,
+          value: item.lora_repo_name
+        }));
+        setDataList(formattedData);
+      }
+    });
+  };
+
+  return {
+    dataList,
+    loading,
+    fetchData: getData,
+    cancelRequest
+  };
+};
+
+export default useQueryModelLoraList;