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 (5f186e6051527ce96907498795a4bde1b5e0c17e)


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

README.md

@@ -5,4 +5,20 @@ library_name: transformers.js
 
 https://huggingface.co/intfloat/e5-base-v2 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/e5-base-v2');
+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:f2800b59d479d2f840424cd9415424c909b273653d8e95b7f39d20430fa92a44
+size 143893470

onnx/model_int8.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a643759f4408882d6522618412f2b563a69b4179c96b58dd09f78fa5641507a6
+size 109622402

onnx/model_q4.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab9603ba5c19f81f90ab5baf329d42542bf3fd9ce5d7f43993cb2bb16591c759
+size 149201358

onnx/model_q4f16.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a176a44398f27ac003cc6d09a39a3065768500417221b57288fb28cf2793c3e7
+size 95979131

onnx/model_uint8.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7010a2555644b687afaea396e2af3b335cdf676427920bd0c449d3c9c41ee17d
+size 109622437