diff --git a/.pnp.cjs b/.pnp.cjs
index 35494fc9b..02e28a572 100755
--- a/.pnp.cjs
+++ b/.pnp.cjs
@@ -7814,6 +7814,8 @@ function $$SETUP_STATE(hydrateRuntimeState, basePath) {
             ["@swc/core-android-arm64", "npm:1.3.11"],\
             ["@syuilo/aiscript", "npm:0.11.1"],\
             ["@tensorflow/tfjs", "npm:4.9.0"],\
+            ["@tensorflow/tfjs-backend-webgl", "virtual:99af600b5f993391adb48d4b9c27bfd77e64414400b06f57d48f61f2c8b7b1d8e4a6f9d9e027097e8dcc1a397c244d6d04544fe28c4d03aa7a307b289e973cd3#npm:4.9.0"],\
+            ["@tensorflow/tfjs-core", "npm:4.9.0"],\
             ["@tensorflow/tfjs-node", "npm:3.21.1"],\
             ["@types/adm-zip", "npm:0.5.0"],\
             ["@types/bcryptjs", "npm:2.4.2"],\
diff --git a/.yarnrc.yml b/.yarnrc.yml
index 86a0b7e44..c7e9d8329 100644
--- a/.yarnrc.yml
+++ b/.yarnrc.yml
@@ -1,3 +1,6 @@
+nodeLinker: pnp
+pnpMode: loose
+
 plugins:
   - path: .yarn/plugins/@yarnpkg/plugin-workspace-tools.cjs
     spec: "@yarnpkg/plugin-workspace-tools"
diff --git a/packages/backend/package.json b/packages/backend/package.json
index fe21678f5..8f52e033f 100644
--- a/packages/backend/package.json
+++ b/packages/backend/package.json
@@ -38,6 +38,8 @@
 		"@sinonjs/fake-timers": "9.1.2",
 		"@syuilo/aiscript": "0.11.1",
 		"@tensorflow/tfjs": "^4.2.0",
+		"@tensorflow/tfjs-backend-webgl": "^4.2.0",
+		"@tensorflow/tfjs-core": "^4.2.0",
 		"adm-zip": "^0.5.10",
 		"ajv": "8.12.0",
 		"archiver": "5.3.1",
diff --git a/packages/backend/src/mfm/from-html.ts b/packages/backend/src/mfm/from-html.ts
index 7c956e905..f5d6d26df 100644
--- a/packages/backend/src/mfm/from-html.ts
+++ b/packages/backend/src/mfm/from-html.ts
@@ -1,8 +1,6 @@
 import { URL } from "node:url";
 import * as parse5 from "parse5";
-import * as TreeAdapter from "../../node_modules/parse5/dist/tree-adapters/default.js";
-
-const treeAdapter = TreeAdapter.defaultTreeAdapter;
+import { defaultTreeAdapter as treeAdapter } from "parse5";
 
 const urlRegex = /^https?:\/\/[\w\/:%#@$&?!()\[\]~.,=+\-]+/;
 const urlRegexFull = /^https?:\/\/[\w\/:%#@$&?!()\[\]~.,=+\-]+$/;
diff --git a/yarn.lock b/yarn.lock
index e0dea8b93..5447f0618 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -2750,7 +2750,7 @@ __metadata:
   languageName: node
   linkType: hard
 
-"@tensorflow/tfjs-backend-webgl@npm:4.9.0":
+"@tensorflow/tfjs-backend-webgl@npm:4.9.0, @tensorflow/tfjs-backend-webgl@npm:^4.2.0":
   version: 4.9.0
   resolution: "@tensorflow/tfjs-backend-webgl@npm:4.9.0"
   dependencies:
@@ -2799,7 +2799,7 @@ __metadata:
   languageName: node
   linkType: hard
 
-"@tensorflow/tfjs-core@npm:4.9.0":
+"@tensorflow/tfjs-core@npm:4.9.0, @tensorflow/tfjs-core@npm:^4.2.0":
   version: 4.9.0
   resolution: "@tensorflow/tfjs-core@npm:4.9.0"
   dependencies:
@@ -5845,6 +5845,8 @@ __metadata:
     "@swc/core-android-arm64": 1.3.11
     "@syuilo/aiscript": 0.11.1
     "@tensorflow/tfjs": ^4.2.0
+    "@tensorflow/tfjs-backend-webgl": ^4.2.0
+    "@tensorflow/tfjs-core": ^4.2.0
     "@tensorflow/tfjs-node": 3.21.1
     "@types/adm-zip": ^0.5.0
     "@types/bcryptjs": 2.4.2