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 (5b67f4840a42f8f0befde8117cd85e36e30196e9)
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/shibing624/macbert4csc-base-chinese 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/shibing624/macbert4csc-base-chinese 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 masked language modelling (a.k.a. "fill-mask").
|
| 16 |
+
|
| 17 |
+
```js
|
| 18 |
+
import { pipeline } from '@huggingface/transformers';
|
| 19 |
+
|
| 20 |
+
const unmasker = await pipeline('fill-mask', 'Xenova/macbert4csc-base-chinese');
|
| 21 |
+
const output = await unmasker('The goal of life is [MASK].');
|
| 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:a3243376be3e4491fbc56e6d08c0b00727e69693b176f831d801f96e3e1b2a21
|
| 3 |
+
size 115488597
|
onnx/model_int8.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:11fd06011b1381bcb2f5ac1cd9c208d502ce652876c79c2903bcd786e0bfb97b
|
| 3 |
+
size 103126077
|
onnx/model_q4.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8d19c699a6536728045ef266db0659bf77775cc438c8a3a9a1407a32ee39a72c
|
| 3 |
+
size 120833342
|
onnx/model_q4f16.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e828308fa24bd6e58e1aebb3491a2764e963e29b367e5da860abe9ae8167f5f2
|
| 3 |
+
size 81956568
|
onnx/model_uint8.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5f300c2f90376cc56dd6031535567f6e305e1924eb23a03fc7baa41d0c5e8210
|
| 3 |
+
size 103126108
|