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 (8eba5af7f4a62135c648dd9528ea975c0d387bb6)


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

README.md

@@ -6,4 +6,20 @@ pipeline_tag: feature-extraction
 
 https://huggingface.co/sentence-transformers/all-roberta-large-v1 with ONNX weights to be compatible with Transformers.js.
 
+## 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/@huggingface/transformers) using:
+```bash
+npm i @huggingface/transformers
+```
+
+**Example:** Run feature extraction.
+
+```js
+import { pipeline } from '@huggingface/transformers';
+
+const extractor = await pipeline('feature-extraction', 'Xenova/all-roberta-large-v1');
+const output = await extractor('This is a simple test.');
+```
+
 Note: Having a separate repo for ONNX weights is intended to be a temporary solution until WebML gains more traction. If you would like to make your models web-ready, we recommend converting to ONNX using [🤗 Optimum](https://huggingface.co/docs/optimum/index) and structuring your repo like this one (with ONNX weights located in a subfolder named `onnx`).

onnx/model_bnb4.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9c7a247e0df5aa8875689741b9d53f5af886584578f4c86c1dd605c3a49c54b3
+size 379722450

onnx/model_int8.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6fdb5770088b029eadfbfb4260fee6783940bdd6641cdeb8f815207c5f04f9dd
+size 356000243

onnx/model_q4.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:943e13c7123d2a8904a65fc7fa865f3918a4e6eee1d35bdd099a85b5b3cead94
+size 398595642

onnx/model_q4f16.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c59a770428fcb6aebf3a099d1d5934a93fc4da5d1e247f3e611c5f64ad8e1b06
+size 275080885

onnx/model_uint8.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0c28ecfb1dbb8054ab2c38acec511ee9721f22b6897a842bdba4dda008128d2c
+size 356000316