Add/update the quantized ONNX model files and README.md for Transformers.js v3

README.md

@@ -5,4 +5,20 @@ library_name: transformers.js
 
 https://huggingface.co/echarlaix/tiny-random-mistral 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/tiny-random-mistral');
+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 sha256:353b6d19dfc4ed6bddf097b4993d4125b0de9f681f73082450ccc9350d0b1ecd
+size 8376459

onnx/model_bnb4.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1924a3324211e388809b3d8ae97be92791e4d547c73fa542cc90c08e0ef8f9d0
+size 4783258

onnx/model_fp16.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3de9b76394e0eb6e162982a58bbc12424265b1c0dc12fed9394bf6ee23748dc5
+size 4208932

onnx/model_int8.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:74eb2fd2516106b0d21e2472043cbb8d430c95024d07b2754c86c0ebc1baf0b7
+size 2179082

onnx/model_q4.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d1f32ec5f6c015b9b34f5530cb923f026078fb7f979e39c03d5c940819ce54fc
+size 4849056

onnx/model_q4f16.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a25f0d970bf5a9f9fb41b6492b2bfc9904e16c2c664008de8447dca129600c36
+size 2721007

onnx/model_uint8.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:00fba69cc80fbff26640464554cedccaddf6a9d29cf768a525b6279344f54a11
+size 2179086