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

#1
by whitphx HF Staff - opened
README.md CHANGED
@@ -5,4 +5,20 @@ library_name: transformers.js
5
 
6
  https://huggingface.co/hf-tiny-model-private/tiny-random-RoFormerModel with ONNX weights to be compatible with Transformers.js.
7
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
8
  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 [πŸ€— Optimum](https://huggingface.co/docs/optimum/index) and structuring your repo like this one (with ONNX weights located in a subfolder named `onnx`).
 
5
 
6
  https://huggingface.co/hf-tiny-model-private/tiny-random-RoFormerModel with ONNX weights to be compatible with Transformers.js.
7
 
8
+ ## Usage (Transformers.js)
9
+
10
+ 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:
11
+ ```bash
12
+ npm i @huggingface/transformers
13
+ ```
14
+
15
+ **Example:** Run feature extraction.
16
+
17
+ ```js
18
+ import { pipeline } from '@huggingface/transformers';
19
+
20
+ const extractor = await pipeline('feature-extraction', 'Xenova/tiny-random-RoFormerModel');
21
+ const output = await extractor('This is a simple test.');
22
+ ```
23
+
24
  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 [πŸ€— 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 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:682271b82ba3780ed660f5304317e02950e425e7d3d5f490c9658e50b83332ff
3
+ size 6579233
onnx/model_int8.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b1dbe22ab820aac5a1f3d83f00d836026f34ade00813af20fc2ab91539a5ffe0
3
+ size 1811727
onnx/model_q4.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bdc521620da433ccdd63ae87015a264e0cd8ffde2976d94f71f2c28fe780f010
3
+ size 6583753
onnx/model_q4f16.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:57823bbd6d13068b426ca831294a6398da0ab48387b8ad1fd52d9793139ad793
3
+ size 3372369
onnx/model_uint8.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0390b0599048f05a71b6c04053ff80524bbc8255cb5eccd8e3fee5cfe7c60904
3
+ size 1811735