Add/update the quantized ONNX model files and README.md for Transformers.js v3
#2
by whitphx - opened
- README.md +16 -0
- onnx/model_bnb4.onnx +3 -0
- onnx/model_fp16.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/gilf/french-camembert-postag-model 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 [π€ 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/gilf/french-camembert-postag-model 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:** Perform token classification.
|
| 16 |
+
|
| 17 |
+
```js
|
| 18 |
+
import { pipeline } from '@huggingface/transformers';
|
| 19 |
+
|
| 20 |
+
const classifier = await pipeline('token-classification', 'Xenova/french-camembert-postag-model');
|
| 21 |
+
const output = await classifier('My name is Sarah and I live in London');
|
| 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 [π€ 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 sha256:63a8b564208ba54eaaf6cb4083a90266ba0bbd3617be6448022af145b2022fe9
|
| 3 |
+
size 148502136
|
onnx/model_fp16.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4bfc313bf2c3bdc3d43888170570c2082f390e70214a1247e9c8c6f40ef1f08e
|
| 3 |
+
size 220424088
|
onnx/model_int8.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c903cc3da94b80712bb9d30e77d616aec76461e785274a454a4afc04b1ac28c5
|
| 3 |
+
size 110831404
|
onnx/model_q4.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0710ee617d06b6526f1526ce726fee250556a6d5d79342b40ce1caa761636f52
|
| 3 |
+
size 153811456
|
onnx/model_q4f16.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a42b48880d911cc6dd3480fd248d0688d8ae4033fdfc2cf2675a76c55cf95aec
|
| 3 |
+
size 98308315
|
onnx/model_uint8.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:459138f0587ef9fc25329c611ec39656900924f659d51fae3d378e0aba1ef0f6
|
| 3 |
+
size 110831444
|