diff --git a/README.md b/README.md
index f73d876..8c8429a 100644
--- a/README.md
+++ b/README.md
@@ -3,18 +3,18 @@
 
 Demo: https://eyaler.github.io/LordTubeMaster/#dQw4w9WgXcQ
 
-Note as of September 2024 this is only supported on *Chromium desktop*.
+Note as of late 2024 this is only supported on *Chromium desktop* (e.g. Chrome, Edge).
 
 Enable graphics/hardware acceleration browser setting to reduce lag.
-Particularly for the WebGPU examples - make sure you are using a discrete GPU.
+Particularly for the WebGPU examples - make sure your system graphics settings for the browser uses high performance / discrete GPU.
 
 To allow fullscreen zoom of output (with right-click) enable: `chrome://flags/#element-capture` (*Google Chrome 121+*), or 
-`chrome://flags/#enable-experimental-web-platform-features` (*Chromium 121+*).
+`chrome://flags/#enable-experimental-web-platform-features` (*Chromium 121+*), and relaunch the browser.
 
 You can browse the effects with `Alt+↑` and `Alt+↓`
 
 The code demos usages with Wasm ([MediaPipe](https://ai.google.dev/edge/mediapipe/solutions/guide)),
-WebGPU ([TensorFlow.js](https://www.tensorflow.org/js), [ONNX Runtime Web](https://onnxruntime.ai/docs/get-started/with-javascript/web.html), [Transformers.js](https://huggingface.co/docs/transformers.js/index)),
+WebGPU ([ONNX Runtime Web](https://onnxruntime.ai/docs/get-started/with-javascript/web.html), [TensorFlow.js](https://www.tensorflow.org/js), [Transformers.js](https://huggingface.co/docs/transformers.js/index)),
 WebGL ([Three.js](https://threejs.org/), [SwissGL](https://google.github.io/swissgl/)), and VanillaJS.
 
 #### Known issues:
diff --git a/script.js b/script.js
index 23dd428..54e566b 100644
--- a/script.js
+++ b/script.js
@@ -14,7 +14,7 @@ import {
 } from 'https://cdn.jsdelivr.net/npm/@mediapipe/tasks-vision@0.10.15/vision_bundle.mjs'
 const mediapipe_wasm_url = 'https://cdn.jsdelivr.net/npm/@mediapipe/tasks-vision@0.10.15/wasm'
 
-import {AutoModel, AutoProcessor, RawImage, env as transformersEnv} from 'https://cdn.jsdelivr.net/npm/@huggingface/transformers@3.0.0-alpha.17/dist/transformers.min.js'
+import {AutoModel, AutoProcessor, RawImage, env as transformersEnv} from 'https://cdn.jsdelivr.net/npm/@huggingface/transformers@3.0.0-alpha.19/dist/transformers.min.js'
 
 import 'https://cdn.jsdelivr.net/npm/@tensorflow/tfjs@4.21.0/dist/tf.min.js'
 import 'https://cdn.jsdelivr.net/npm/@tensorflow/tfjs-backend-webgpu@4.21.0/dist/tf-backend-webgpu.min.js'