diff --git a/core/src/core.ts b/core/src/core.ts
index 4f221f172..a44a11e95 100644
--- a/core/src/core.ts
+++ b/core/src/core.ts
@@ -47,6 +47,14 @@ const downloadFile: (url: string, fileName: string) => Promise<any> = (
 const deleteFile: (path: string) => Promise<any> = (path) =>
   window.coreAPI?.deleteFile(path) ?? window.electronAPI?.deleteFile(path);
 
+/**
+ * Aborts the download of a specific file.
+ * @param {string} fileName - The name of the file whose download is to be aborted.
+ * @returns {Promise<any>} A promise that resolves when the download has been aborted.
+ */
+const abortDownload: (fileName: string) => Promise<any> = (fileName) =>
+  window.coreAPI?.abortDownload(fileName);
+
 /**
  * Retrieves the path to the app data directory using the `coreAPI` object.
  * If the `coreAPI` object is not available, the function returns `undefined`.
@@ -79,6 +87,7 @@ export const core = {
   invokePluginFunc,
   executeOnMain,
   downloadFile,
+  abortDownload,
   deleteFile,
   appDataPath,
   getUserSpace,
@@ -91,6 +100,7 @@ export {
   invokePluginFunc,
   executeOnMain,
   downloadFile,
+  abortDownload,
   deleteFile,
   appDataPath,
   getUserSpace,
diff --git a/core/src/index.ts b/core/src/index.ts
index 9e3954c4b..f7afccdb0 100644
--- a/core/src/index.ts
+++ b/core/src/index.ts
@@ -8,7 +8,13 @@ export { core, deleteFile, invokePluginFunc } from "./core";
  * Core module exports.
  * @module
  */
-export { downloadFile, executeOnMain, appDataPath, getUserSpace } from "./core";
+export {
+  downloadFile,
+  executeOnMain,
+  appDataPath,
+  getUserSpace,
+  abortDownload,
+} from "./core";
 
 /**
  * Events module exports.
diff --git a/core/src/plugins/model.ts b/core/src/plugins/model.ts
index 03947d648..6ef158ec4 100644
--- a/core/src/plugins/model.ts
+++ b/core/src/plugins/model.ts
@@ -16,6 +16,14 @@ export abstract class ModelPlugin extends JanPlugin {
    */
   abstract downloadModel(model: Model): Promise<void>;
 
+  /**
+   * Cancels the download of a specific model.
+   * @param {string} name - The name of the model to cancel the download for.
+   * @param {string} modelId - The ID of the model to cancel the download for.
+   * @returns {Promise<void>} A promise that resolves when the download has been cancelled.
+   */
+  abstract cancelModelDownload(name: string, modelId: string): Promise<void>;
+
   /**
    * Deletes a model.
    * @param filePath - The file path of the model to delete.
diff --git a/plugins/model-plugin/src/index.ts b/plugins/model-plugin/src/index.ts
index 5fb487017..fd3e7331e 100644
--- a/plugins/model-plugin/src/index.ts
+++ b/plugins/model-plugin/src/index.ts
@@ -1,4 +1,4 @@
-import { PluginType, fs, downloadFile } from '@janhq/core'
+import { PluginType, fs, downloadFile, abortDownload } from '@janhq/core'
 import { ModelPlugin } from '@janhq/core/lib/plugins'
 import { Model, ModelCatalog } from '@janhq/core/lib/types'
 import { parseToModel } from './helpers/modelParser'
@@ -50,6 +50,15 @@ export default class JanModelPlugin implements ModelPlugin {
     downloadFile(model.downloadLink, path)
   }
 
+  /**
+   * Cancels the download of a specific machine learning model.
+   * @param {string} modelId - The ID of the model whose download is to be cancelled.
+   * @returns {Promise<void>} A promise that resolves when the download has been cancelled.
+   */
+  async cancelModelDownload(name: string, modelId: string): Promise<void> {
+    return abortDownload(join(JanModelPlugin._homeDir, name, modelId))
+  }
+
   /**
    * Deletes a machine learning model.
    * @param filePath - The path to the model file to delete.
diff --git a/web/containers/Layout/BottomBar/DownloadingState/index.tsx b/web/containers/Layout/BottomBar/DownloadingState/index.tsx
index c825baa96..00056f74c 100644
--- a/web/containers/Layout/BottomBar/DownloadingState/index.tsx
+++ b/web/containers/Layout/BottomBar/DownloadingState/index.tsx
@@ -1,5 +1,7 @@
 import { Fragment } from 'react'
 
+import { PluginType } from '@janhq/core'
+import { ModelPlugin } from '@janhq/core/lib/plugins'
 import {
   Progress,
   Modal,
@@ -10,12 +12,18 @@ import {
   ModalTrigger,
 } from '@janhq/uikit'
 
+import { useAtomValue } from 'jotai'
+
 import { useDownloadState } from '@/hooks/useDownloadState'
 
 import { formatDownloadPercentage } from '@/utils/converter'
 
+import { downloadingModelsAtom } from '@/helpers/atoms/Model.atom'
+import { pluginManager } from '@/plugin'
+
 export default function DownloadingState() {
   const { downloadStates } = useDownloadState()
+  const models = useAtomValue(downloadingModelsAtom)
 
   const totalCurrentProgress = downloadStates
     .map((a) => a.size.transferred + a.size.transferred)
@@ -67,11 +75,17 @@ export default function DownloadingState() {
                     <Button
                       themes="outline"
                       size="sm"
-                      onClick={() =>
-                        window.coreAPI?.abortDownload(
-                          `models/${item?.fileName}`
-                        )
-                      }
+                      onClick={() => {
+                        if (item?.fileName) {
+                          const model = models.find(
+                            (e) => e.id === item?.fileName
+                          )
+                          if (!model) return
+                          pluginManager
+                            .get<ModelPlugin>(PluginType.Model)
+                            ?.cancelModelDownload(model.name, item.fileName)
+                        }
+                      }}
                     >
                       Cancel
                     </Button>
diff --git a/web/containers/ModalCancelDownload/index.tsx b/web/containers/ModalCancelDownload/index.tsx
index 33476fda1..2b5538e9b 100644
--- a/web/containers/ModalCancelDownload/index.tsx
+++ b/web/containers/ModalCancelDownload/index.tsx
@@ -1,5 +1,7 @@
 import { useMemo } from 'react'
 
+import { PluginType } from '@janhq/core'
+import { ModelPlugin } from '@janhq/core/lib/plugins'
 import { ModelVersion } from '@janhq/core/lib/types'
 
 import {
@@ -19,6 +21,9 @@ import { useDownloadState } from '@/hooks/useDownloadState'
 
 import { formatDownloadPercentage } from '@/utils/converter'
 
+import { downloadingModelsAtom } from '@/helpers/atoms/Model.atom'
+import { pluginManager } from '@/plugin'
+
 type Props = {
   suitableModel: ModelVersion
   isFromList?: boolean
@@ -34,6 +39,7 @@ export default function ModalCancelDownload({
     // eslint-disable-next-line react-hooks/exhaustive-deps
     [suitableModel.name]
   )
+  const models = useAtomValue(downloadingModelsAtom)
   const downloadState = useAtomValue(downloadAtom)
 
   return (
@@ -66,10 +72,15 @@ export default function ModalCancelDownload({
               <Button
                 themes="danger"
                 onClick={() => {
-                  if (downloadState?.fileName)
-                    window.coreAPI?.abortDownload(
-                      `models/${downloadState?.fileName}`
+                  if (downloadState?.fileName) {
+                    const model = models.find(
+                      (e) => e.id === downloadState?.fileName
                     )
+                    if (!model) return
+                    pluginManager
+                      .get<ModelPlugin>(PluginType.Model)
+                      ?.cancelModelDownload(model.name, downloadState.fileName)
+                  }
                 }}
               >
                 Yes