Add/update the quantized ONNX model files and README.md for Transformers.js v3
#1
by
whitphx - opened
- README.md +4 -4
- onnx/model_bnb4.onnx +3 -0
- onnx/model_q4.onnx +3 -0
- onnx/model_q4f16.onnx +3 -0
- onnx/model_uint8.onnx +3 -0
README.md
CHANGED
|
@@ -7,15 +7,15 @@ https://huggingface.co/facebook/convnext-base-384 with ONNX weights to be compat
|
|
| 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/@
|
| 11 |
```bash
|
| 12 |
-
npm i @
|
| 13 |
```
|
| 14 |
|
| 15 |
**Example:** Perform image classification with `Xenova/convnext-base-384`.
|
| 16 |
|
| 17 |
```js
|
| 18 |
-
import { pipeline } from '@
|
| 19 |
|
| 20 |
// Create image classification pipeline
|
| 21 |
const classifier = await pipeline('image-classification', 'Xenova/convnext-base-384');
|
|
@@ -23,7 +23,7 @@ const classifier = await pipeline('image-classification', 'Xenova/convnext-base-
|
|
| 23 |
// Classify an image
|
| 24 |
const url = 'https://huggingface.co/datasets/Xenova/transformers.js-docs/resolve/main/tiger.jpg';
|
| 25 |
const output = await classifier(url);
|
| 26 |
-
console.log(output)
|
| 27 |
```
|
| 28 |
|
| 29 |
---
|
|
|
|
| 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 image classification with `Xenova/convnext-base-384`.
|
| 16 |
|
| 17 |
```js
|
| 18 |
+
import { pipeline } from '@huggingface/transformers';
|
| 19 |
|
| 20 |
// Create image classification pipeline
|
| 21 |
const classifier = await pipeline('image-classification', 'Xenova/convnext-base-384');
|
|
|
|
| 23 |
// Classify an image
|
| 24 |
const url = 'https://huggingface.co/datasets/Xenova/transformers.js-docs/resolve/main/tiger.jpg';
|
| 25 |
const output = await classifier(url);
|
| 26 |
+
console.log(output);
|
| 27 |
```
|
| 28 |
|
| 29 |
---
|
onnx/model_bnb4.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1a41527217959ca84357c867240bc322c9341e96478f168e1ef6a86427d4dd9e
|
| 3 |
+
size 66850966
|
onnx/model_q4.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b9f6101965edd2f409139ea67b67f47bcbae7bdf31cc840f6dc247adf402ce88
|
| 3 |
+
size 72085075
|
onnx/model_q4f16.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d0efea8c1fd661254e841391a7e344d4fcb640952a0bd46fa106cac4536b755d
|
| 3 |
+
size 57177632
|
onnx/model_uint8.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:38167880156241d8f0aed31a73847cdf20bdf93580de81561baade79fa65ec60
|
| 3 |
+
size 89681679
|