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 (9455cb89f63bce3f11a57ded21a575c1b04e0550)
Co-authored-by: Yuichiro Tachibana <whitphx@users.noreply.huggingface.co>
- README.md +16 -0
- onnx/model_bnb4.onnx +3 -0
- onnx/model_int8.onnx +3 -0
- onnx/model_q4.onnx +3 -0
- onnx/model_q4f16.onnx +3 -0
- onnx/model_uint8.onnx +3 -0
README.md
CHANGED
|
@@ -5,4 +5,20 @@ library_name: transformers.js
|
|
| 5 |
|
| 6 |
https://huggingface.co/sentence-transformers/paraphrase-MiniLM-L6-v2 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/paraphrase-MiniLM-L6-v2 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/paraphrase-MiniLM-L6-v2');
|
| 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 sha256:143d00d5954488247ec1b4955120c249127e3f2927b8dbef1d54e561ff2e8fab
|
| 3 |
+
size 53915448
|
onnx/model_int8.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ac087804424d1961ce119e0d11f88ed8bb12a3ff6e8bc7150f203368e2a1f6bb
|
| 3 |
+
size 22845792
|
onnx/model_q4.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0f84a5d57eb0c0101aaed660ef3720969e5e62294f5bcc8aabba2c3bf428d618
|
| 3 |
+
size 54578772
|
onnx/model_q4f16.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e9916e8ef1aa5f25e18a1009c42f520b975bdf1fd217b0fcb8cb520a04595713
|
| 3 |
+
size 30018257
|
onnx/model_uint8.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2247ff9c5c3890618c8e5110b73b532125ae074e6733598d712b3c1787dab2ba
|
| 3 |
+
size 22845807
|