Add/update the quantized ONNX model files and README.md for Transformers.js v3 (#1)

- Add/update the quantized ONNX model files and README.md for Transformers.js v3 (4c31f8d14b0221ed66118f746e1413208b9bd4ff)
- Edit README.md (394a89792fb8acffeb27905238baf9d288eab174)


Co-authored-by: Yuichiro Tachibana <[email protected]>

README.md

@@ -7,18 +7,18 @@ https://huggingface.co/caidas/swin2SR-classical-sr-x2-64 with ONNX weights to be
 
 ## Usage (Transformers.js)
 
-If you haven't already, you can install the [Transformers.js](https://huggingface.co/docs/transformers.js) JavaScript library from [NPM](https://www.npmjs.com/package/@xenova/transformers) using:
+If you haven't already, you can install the [Transformers.js](https://huggingface.co/docs/transformers.js) JavaScript library from [NPM](https://www.npmjs.com/package/@huggingface/transformers) using:
 ```bash
-npm i @xenova/transformers
+npm i @huggingface/transformers
 ```
 
 **Example:** Upscale an image with `Xenova/swin2SR-classical-sr-x2-64`.
 ```js
-import { pipeline } from '@xenova/transformers';
+import { pipeline } from '@huggingface/transformers';
 
 // Create image-to-image pipeline
 const upscaler = await pipeline('image-to-image', 'Xenova/swin2SR-classical-sr-x2-64', {
-    // quantized: false, // Uncomment this line to use the quantized version
+    dtype: 'fp32', // Change this line to use the quantized version
 });
 
 // Upscale an image

onnx/model_bnb4.onnx

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+size 22222667

onnx/model_q4.onnx

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+oid sha256:55531d8ef6424fff8a95af1c1fd8b4513bb82fe540ef953d82584550a32114e3
+size 23192795

onnx/model_q4f16.onnx

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+size 15612018

onnx/model_uint8.onnx

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+oid sha256:f27454f3d33deadccef00a0edc75858c2da6deed4f7516ada11237dd10bce2df
+size 19032145