File size: 1,195 Bytes
a08ef21 011b559 a08ef21 1b3c077 a08ef21 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 |
---
base_model: hf-tiny-model-private/tiny-random-RoFormerForTokenClassification
library_name: transformers.js
---
https://huggingface.co/hf-tiny-model-private/tiny-random-RoFormerForTokenClassification with ONNX weights to be compatible with Transformers.js.
## Usage (Transformers.js)
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:
```bash
npm i @huggingface/transformers
```
**Example:** Perform named entity recognition.
```js
import { pipeline } from '@huggingface/transformers';
const classifier = await pipeline('token-classification', 'Xenova/tiny-random-RoFormerForTokenClassification');
const output = await classifier('My name is Sarah and I live in London');
```
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`). |