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 (67cfbece1284f36180b42f67e8dac365a02ff257)


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

README.md

@@ -7,15 +7,15 @@ https://huggingface.co/facebook/dinov2-base-imagenet1k-1-layer with ONNX weights
 
 ## 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:** Image classification w/ `Xenova/dinov2-base-imagenet1k-1-layer`.
 
 ```javascript
-import { pipeline } from '@xenova/transformers';
+import { pipeline } from '@huggingface/transformers';
 
 // Create image classification pipeline
 const classifier = await pipeline('image-classification', 'Xenova/dinov2-base-imagenet1k-1-layer', { quantized: false });
@@ -23,7 +23,7 @@ const classifier = await pipeline('image-classification', 'Xenova/dinov2-base-im
 // Classify an image
 const url = 'https://huggingface.co/datasets/Xenova/transformers.js-docs/resolve/main/cats.jpg';
 const output = await classifier(url);
-console.log(output)
+console.log(output);
 // [{ label: 'tabby, tabby cat', score: 0.4475940465927124 }]
 ```
 

onnx/model_bnb4.onnx

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+size 57291181

onnx/model_q4.onnx

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onnx/model_q4f16.onnx

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+size 52636289

onnx/model_uint8.onnx

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+size 88568744