Xenova HF Staff whitphx HF Staff commited on
Commit
874d031
·
verified ·
1 Parent(s): 7f72eb1

Add/update the quantized ONNX model files and README.md for Transformers.js v3 (#1)

Browse files

- Add/update the quantized ONNX model files and README.md for Transformers.js v3 (d3d2b4f08bd202ecb74aefbcb62b0d74000cbd47)


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

README.md CHANGED
@@ -5,4 +5,20 @@ library_name: transformers.js
5
 
6
  https://huggingface.co/sentence-transformers/bert-base-nli-mean-tokens 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 [🤗 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/sentence-transformers/bert-base-nli-mean-tokens 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/bert-base-nli-mean-tokens');
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 [🤗 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 sha256:3378bb28bf2acbf36ac613f4166337e3e833b89374bdc3636b1505ce98b10b4c
3
+ size 143893470
onnx/model_int8.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:04ac69c03f8407761b7a06640e82bc3767bbc0e24324b92e4a14c3903bcfff2a
3
+ size 109622402
onnx/model_q4.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f1451fe9cb1e438835194d0d56783cbd0d8cbf1935d9d8a4d93d33471479b7be
3
+ size 149201358
onnx/model_q4f16.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:007e703bef7e94af151ea42571832f8b4e3b0a76501968b959e4ee90e7977f0f
3
+ size 95979131
onnx/model_uint8.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8dd5edf49ec39dd5b9b4f9806ed761165c6ca3fd1e3cf5b5ce471edc4a0a19a4
3
+ size 109622443