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 (703f7a15a9c07a871280e5020b6cfb2c1454f8ae)


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

README.md

@@ -5,4 +5,20 @@ library_name: transformers.js
 
 https://huggingface.co/facebook/opt-350m 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:** Text generation.
+
+```js
+import { pipeline } from '@huggingface/transformers';
+
+const generator = await pipeline('text-generation', 'Xenova/opt-350m');
+const output = await generator('Once upon a time, there was', { max_new_tokens: 10 });
+```
+
 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.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8df62c42a8c43182ba63f943e490cb10fe9d0fa1dfa332bdf900f684879c0f76
+size 1325909033

onnx/model_bnb4.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f40b2d32e0b2c29cbdb624bfb56489b9472646a943a13903969c55f849558bad
+size 976303694

onnx/model_fp16.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c24c3584210f885242a1e85360d4c45c7eeb73e58aec3a6550dd7c736783af3f
+size 664112318

onnx/model_int8.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:178736e2c37af6df239966b83b15af09fd0df5a362808a4bb906d2046e00985a
+size 334065539

onnx/model_q4.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:913faf97de88cf88a7d21133f531841860ffe8ab59ce755f695b238f31aa2219
+size 982659022

onnx/model_q4f16.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:206a07a55619688dcb37495e4bf72eadd2e26871be756358294a5308a2513a43
+size 517848373

onnx/model_uint8.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed21a6f34f8fe78963f8bc91702b314e2c77acb336d1932fcdfca95f9d1351b7
+size 334065630