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 (1d5f5de616f4f1dea3ea57f5a2355aacaffa91a4)


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

README.md

@@ -6,4 +6,23 @@ pipeline_tag: zero-shot-classification
 
 https://huggingface.co/MoritzLaurer/DeBERTa-v3-base-mnli-fever-anli 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:** Zero-shot classification with DeBERTa.
+
+```js
+import { pipeline } from '@huggingface/transformers';
+
+const classifier = await pipeline('zero-shot-classification', 'Xenova/DeBERTa-v3-base-mnli-fever-anli');
+const output = await classifier(
+    'I love transformers!', 
+    ['positive', 'negative']
+);
+```
+
 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 sha256:846d8ba605fb2ccdde64274df284c466d7bcf49e7e39f421447e3b28b49cb601
+size 482534997

onnx/model_int8.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2d54e10a8edf7d9932872fcc7caa7f5564026a5b5c35ba47b75f58141e81c944
+size 222863108

onnx/model_q4.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a7e0f457b4600dfa208d1ca40db17328837af33d3a8bd05ed3cd7a6d0661e598
+size 487842885

onnx/model_q4f16.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff3363928329772ec8b1193a422418a32e954fd2faaf1a55de233608b1bc2b32
+size 265471135

onnx/model_uint8.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb2367faac79f2a9806c73e2d8b889ec2b72212f96361ae7ca26422a016d79f6
+size 222863146